Source: http://www.google.com/patents/US8154585?dq=6,249,089
Timestamp: 2014-09-16 15:00:18
Document Index: 219090164

Matched Legal Cases: ['Application No. 10', 'Application No. 10', 'Application No. 10', 'Application No. 10', 'Application No. 10', 'Application No. 07', 'application No. 07', 'application No. 096125507']

Patent US8154585 - Processing multiview video - Google PatentsSearch Images Maps Play YouTube News Gmail Drive More »Sign in<nobr>Advanced Patent Search</nobr>PatentsDecoding a multiview video signal comprises: receiving a bitstream comprising encodings of multiple views of the multiview video signal. Each view comprises multiple pictures segmented into multiple segments. The decoding also comprises extracting flag information associated with a portion of the multiview...http://www.google.com/patents/US8154585?utm_source=gb-gplus-sharePatent US8154585 - Processing multiview videoAdvanced Patent SearchPublication numberUS8154585 B2Publication typeGrantApplication numberUS 11/622,709Publication dateApr 10, 2012Filing dateJan 12, 2007Priority dateJan 12, 2006Also published asDE202007019463U1, DE202007019463U8, EP1977593A1, EP1977593A4, EP1982517A1, EP1982517A4, EP1982518A1, EP1982518A4, US7817865, US7817866, US7831102, US7856148, US7970221, US8115804, US8553073, US20070177672, US20070177673, US20070177674, US20070177810, US20070177811, US20070177812, US20070177813, US20090310676, US20120121015, WO2007081176A1, WO2007081177A1, WO2007081178A1Publication number11622709, 622709, US 8154585 B2, US 8154585B2, US-B2-8154585, US8154585 B2, US8154585B2InventorsJeong Hyu YangOriginal AssigneeLg Electronics Inc.Export CitationBiBTeX, EndNote, RefManPatent Citations (41), Non-Patent Citations (43), Referenced by (8), Classifications (37), Legal Events (1) External Links: USPTO, USPTO Assignment, EspacenetProcessing multiview videoUS 8154585 B2Abstract Decoding a multiview video signal comprises: receiving a bitstream comprising encodings of multiple views of the multiview video signal. Each view comprises multiple pictures segmented into multiple segments. The decoding also comprises extracting flag information associated with a portion of the multiview video signal from the bitstream indicating whether illumination compensation of segments within said portion of the multiview video signal is enabled. For a portion in which illumination compensation is enabled according to the extracted flag information, a value associated with a segment within the portion is extracted from the bitstream and it is determined from said extracted value whether illumination compensation of the segment is to be performed.
What is claimed is: 1. A method for decoding a multiview video signal, with a decoder, comprising:
receiving, with a Network Abstraction Layer parsing unit, a bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments;
extracting, with the Network Abstraction Layer parsing unit, first flag information associated with a slice of the multiview video signal from the bitstream indicating whether illumination compensation of the slice of the multiview video signal is enabled; and
for the slice in which illumination compensation is enabled according to the first flag information, extracting, with the Network Abstraction Layer parsing unit, from the bitstream second flag information associated with a current block within the slice and determining whether illumination compensation of the current block is to be performed according to the second flag information; and
for the current block associated with the second flag information that indicates that illumination compensation is to be performed, deriving, with an average pixel value prediction unit, a predictor for illumination compensation of the current block using an offset value for illumination compensation of at least one neighboring block adjacent to the block, and extracting, with a difference-value decoding unit, a residual value for illumination compensation of the current block from the multiview video signal, and obtaining, with an illumination compensation unit, an offset value for illumination compensation of the current block by forming a sum that includes the predictor for illumination compensation of the current block and the residual value for illumination compensation of the current block,
wherein the offset value indicates a difference value between an average pixel value of the current block an average pixel value of a reference block, the reference block being referred by the current block.
predicting a pixel value of the current block using the offset value for illumination compensation of the current block; and
decoding the current block using the predicted pixel value of the current block.
3. The method according to claim 1, wherein the predictor for illumination compensation of the current block is derived based on whether the reference picture associated with the current block is the same as a reference picture associated with the neighboring block.
4. The method according to claim 1, wherein an offset value for illumination compensation of a neighboring block is obtained by forming a sum that includes a predictor for illumination compensation of the neighboring block and a residual value of the neighboring block.
5. The method according to claim 1, wherein the neighboring block is selected according to a predetermined order among the neighboring blocks.
6. The method according to claim 5, wherein the neighboring block is selected based on whether one or more conditions are satisfied for the neighboring block in an order in which one or more vertical or horizontal neighbors are followed by one or more diagonal neighbors.
CROSS-REFERENCE TO RELATED APPLICATIONS This application claims the benefit of U.S. Application Ser. No. 60/758,234 filed on Jan. 12, 2006, U.S. Application Ser. No. 60/759,620 filed on Jan. 18, 2006, U.S. Application Ser. No. 60/762,534 filed on Jan. 27, 2006, U.S. Application Ser. No. 60/787,193 filed on Mar. 30, 2006, U.S. Application Ser. No. 60/818,274 filed on Jul. 5, 2006, U.S. Application Ser. No. 60/830,087 filed on Jul. 12, 2006, U.S. Application Ser. No. 60/830,328 filed on Jul. 14, 2006, Korean Application No. 10-2006-0004956 filed on Jan. 17, 2006, Korean Application No. 10-2006-0027100 filed on Mar. 24, 2006, Korean Application No. 10-2006-0037773 filed on Apr. 26, 2006, Korean Application No. 10-2006-0110337 filed on Nov. 9, 2006, and Korean Application No. 10-2006-0110338 filed on Nov. 9, 2006, each of which is incorporated herein by reference.
This application is related to U.S. application Ser. No. 11/622,591 titled �PROCESSING MULTIVIEW VIDEO� (issued as U.S. Pat. No. 7,831,102), U.S. application Ser. No. 11/622,592 titled �PROCESSING MULTIVIEW VIDEO� (issued as U.S. Pat. No. 7,856,148), U.S. application Ser. No. 11/622,611 titled �PROCESSING MULTIVIEW VIDEO� (issued as U.S. Pat. No. 7,817,865), U.S. application Ser. No. 11/622,618 titled �PROCESSING MULTIVIEW VIDEO� (issued as U.S. Pat. No. 7,817,866), U.S. application Ser. No. 11/622,675 titled �PROCESSING MULTIVIEW VIDEO�, U.S. application Ser. No. 11/622,803 titled �PROCESSING MULTIVIEW VIDEO�, now abandoned, and U.S. application Ser. No. 11/622,681 titled �PROCESSING MULTIVIEW VIDEO�, each of which is being filed concurrently with the present application, and each of which is also incorporated herein by reference.
BACKGROUND The invention relates to processing multiview video.
Multiview Video Coding (MVC) relates to compression of video sequences (e.g., a sequence of images or �pictures�) that are typically acquired by respective cameras. The video sequences or �views� can be encoded according to a standard such as MPEG. A picture in a video sequence can represent a full video frame or a field of a video frame. A slice is an independently coded portion of a picture that includes some or all of the macroblocks in the picture, and a macroblock includes blocks of picture elements (or �pixels�).
The video sequences can be encoded as a multiview video sequence according to the H.264/AVC codec technology, and many developers are conducting research into amendment of standard is to accommodate multiview video sequences.
Three profiles for supporting specific functions are prescribed in the current H.264 standard. The term �profile� indicates the standardization of technical components for use in the video encoding/decoding algorithms. In other words, the profile is the set of technical components prescribed for decoding a bitstream of a compressed sequence, and may be considered to be a sub-standard. The above-mentioned three profiles are a baseline profile, a main profile, and an extended profile. A variety of functions for the encoder and the decoder have been defined in the H.264 standard, such that the encoder and the decoder can be compatible with the baseline profile, the main profile, and the extended profile respectively.
The NAL unit includes a NAL header and a RBSP. The NAL header includes flag information (e.g., nal_ref_idc) and identification (ID) information (e.g., nal_unit_type). The flag information �nal_ref_idc� indicates the presence or absence of a slice used as a reference picture of the NAL unit. The ID information �nal_unit_type� indicates the type of the NAL unit. The RBSP stores compressed original data. An RBSP trailing bit can be added to the last part of the RBSP, such that the length of the RBSP can be represented by a multiple of 8 bits.
The profile and the level are able to indicate a function or parameter of the decoder, such that they indicate which compressed images can be handled by the decoder. Specific information indicating which one of multiple profiles corresponds to the bitstream can be identified by profile ID information. The profile ID information �profile_idc� provides a flag for identifying a profile associated with the bitstream. The H.264/AVC standard includes three profile identifiers (IDs). If the profile ID information �profile_idc� is set to �66�, the bitstream is based on the baseline profile. If the profile ID information �profile_idc� is set to �77�, the bitstream is based on the main profile. If the profile ID information �profile_idc� is set to �88�, the bitstream is based on the extended profile. The above-mentioned �profile_idc� information may be contained in the SPS (Sequence Parameter Set), for example.
SUMMARY In one aspect, in general, a method for decoding a multiview video signal comprises: receiving a bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments (e.g., an image block segment such as a single block or a macroblock, or a segment such as a slice of an image); extracting flag information associated with a portion of the multiview video signal from the bitstream indicating whether illumination compensation of segments within said portion of the multiview video signal is enabled; and for a portion in which illumination compensation is enabled according to the extracted flag information, extracting from the bitstream a value associated with a segment within the portion and determining from said extracted value whether illumination compensation of the segment is to be performed.
The method further comprises, for a first block associated with a value that indicates that illumination compensation is to be performed, obtaining a predictor for performing illumination compensation of the first block using an offset value for illumination compensation of at least one neighboring block adjacent to the first block.
An offset value for illumination compensation of a neighboring block is obtained by forming a sum that includes a predictor for illumination compensation of the neighboring block and a residual value.
Obtaining a predictor for illumination compensation of the first block using an offset value for illumination compensation of at least one neighboring block adjacent to the first block includes selecting the at least one neighboring block according to a predetermined order among the neighboring blocks.
Selecting the at least one neighboring block according to the predetermined order comprises determining whether one or more conditions are satisfied for a neighboring block in an order in which one or more vertical or horizontal neighbors are followed by one or more diagonal neighbors.
The flag information enables illumination compensation for one or more of a sequence, a view, a group of pictures, a picture, and a slice that contains the block.
The flag information enables illumination compensation for the slice that contains the block.
The extracted value comprises flag information for a macroblock that contains the block or flag information for the block.
The extracted value comprises flag information for the macroblock that contains the block.
In another aspect, in general, a method for decoding a multiview video signal comprises: receiving a bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; and obtaining a predictor for illumination compensation of a first segment using an offset value for illumination compensation of at least one neighboring segment adjacent to the first segment, including selecting the at least one neighboring segment according to a predetermined order among the neighboring segments.
The first segment and the at least one neighboring segment comprise image blocks.
Selecting the at least one neighboring block according to the predetermined order comprises determining whether one or more conditions are satisfied for a neighboring block in the order of: a left neighboring block, followed by an upper neighboring block, followed by a right-upper neighboring block, followed by a left-upper neighboring block.
Selecting the at least one neighboring block according to the predetermined order comprises determining whether one or more conditions are satisfied for a neighboring block in the order of: a upper neighboring block, followed by a left neighboring block, followed by a right-upper neighboring block, followed by a left-upper neighboring block.
Obtaining the predictor comprises determining whether to use an offset value for illumination compensation of a single neighboring block or multiple offset values for illumination compensation of respective neighboring blocks.
In another aspect, in general, a method for decoding a multiview video signal comprises: receiving a bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; obtaining an offset value for illumination compensation of a first segment with respect to a reference picture, wherein the offset value is predicted using an offset value for illumination compensation of at least one neighboring segment determined based on characteristics associated with the neighboring segment; and decoding the bitstream using illumination compensation for the first segment including forming a sum that includes a predictor for pixels of the first segment obtained from the reference picture, a residual for pixels of the first segment, and a corresponding offset value for illumination compensation.
In another aspect, in general, a method for decoding a multiview video signal, comprises: receiving a bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; obtaining a predictor for illumination compensation of a first segment with respect to a reference picture; determining an offset value for illumination compensation of the first segment including forming a sum that includes the predictor and a residual value; and decoding the bitstream using illumination compensation for the first segment including forming a sum that includes a predictor for pixels of the first segment obtained from the reference picture, a residual for pixels of the first segment, and a corresponding offset value for illumination compensation.
Using illumination compensation for the first segment comprises obtaining an offset value for illumination compensation of a neighboring block by forming a sum that includes a predictor for illumination compensation of the neighboring block and a residual value.
In another aspect, in general, a method for decoding a multiview video signal comprises: receiving a bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; and obtaining a predictor for illumination compensation of a first segment with respect to a reference picture using an offset value for illumination compensation of at least one neighboring segment adjacent to the first segment according whether the reference picture associated with the first segment is the same as a reference picture associated with the neighboring segment.
In another aspect, in general, for each respective decoding method, a method for encoding a video signal comprises generating a bitstream capable of being decoded into the video signal by the respective decoding method.
For example, in another aspect, in general, a method for encoding a bitstream comprises: forming the bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; providing flag information associated with a portion of the multiview video signal in the bitstream indicating whether illumination compensation of segments within said portion of the multiview video signal is enabled; and for a portion in which illumination compensation is enabled according to the extracted flag information, providing in the bitstream a value associated with a segment within the portion and determining from said extracted value whether illumination compensation of the segment is to be performed.
In another aspect, in general, a method for encoding a bitstream comprises: forming the bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; and providing a predictor for illumination compensation of a first segment using an offset value for illumination compensation of at least one neighboring segment adjacent to the first segment, including selecting the at least one neighboring segment according to a predetermined order among the neighboring segments.
In another aspect, in general, a method for encoding a bitstream comprises: forming the bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; providing an offset value for illumination compensation of a first segment with respect to a reference picture, wherein the offset value is able to be predicted using an offset value for illumination compensation of at least one neighboring segment determined based on characteristics associated with the neighboring segment; and providing information for illumination compensation for the first segment based on a sum that includes a predictor for pixels of the first segment obtained from the reference picture, a residual for pixels of the first segment, and a corresponding offset value for illumination compensation.
In another aspect, in general, a method for encoding a bitstream comprises: forming the bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; providing a predictor for illumination compensation of a first segment with respect to a reference picture; providing an offset value for illumination compensation of the first segment based on a sum that includes the predictor and a residual value; and providing information for illumination compensation for the first segment based on a sum that includes a predictor for pixels of the first segment obtained from the reference picture, a residual for pixels of the first segment, and a corresponding offset value for illumination compensation.
In another aspect, in general, a method for encoding a bitstream comprises: forming the bitstream comprising encodings of multiple views of the multiview video signal, each view comprising multiple pictures segmented into multiple segments; and providing a predictor for illumination compensation of a first segment with respect to a reference picture using an offset value for illumination compensation of at least one neighboring segment adjacent to the first segment according whether the reference picture associated with the first segment is the same as a reference picture associated with the neighboring segment.
In another aspect, in general, a method for encoding a video sequence comprises: a) obtaining an average pixel value of at least one block from among neighboring blocks of a current block and reference blocks of another view; b) deriving a predicted average pixel value of the current block from the obtained average pixel value of the at least one block; and c) obtaining a difference value between a predicted average pixel value of the current block and an average pixel value of the current block.
In another aspect, in general, there is provided a method for decoding a video sequence comprising: l) obtaining a difference value capable of reconstructing an average pixel value of a current block from a video signal; m) deriving a predicted average pixel value of the current block from reference blocks of another view; and n) reconstructing the average pixel value of the current block on the basis of the predicted average pixel value and the difference value.
In yet another aspect, in general, there is provided an apparatus for encoding a video sequence comprising: an average pixel value obtaining unit for obtaining average pixel values of neighboring blocks of a current block and reference blocks of another view; an average pixel value prediction unit for deriving a predicted average pixel value of the current block from the obtained average pixel value; and a differential-value encoding unit for obtaining a difference value between the predicted average pixel value and the average pixel value of the current block.
In yet another aspect, in general, there is provided an apparatus for decoding a video sequence comprising: a difference-value decoding unit for obtaining a difference value from a received bitstream; an average pixel value prediction unit for deriving a predicted average pixel value of a current block from a reference block of another view; and an illumination compensation unit for reconstructing the average pixel value of the current block on the basis of the predicted average pixel value and the difference value.
In yet another aspect, in general, a method for decoding a video signal comprises: obtaining a predictor for performing illumination compensation of a current block using an offset value of at least one neighboring block adjacent to the current block; and reconstructing an offset value of the current block using the predictor, wherein the predictor is determined by determining whether a reference index of the current block is equal to a reference index of the neighboring block.
In yet another aspect, in general, there is provided a method for decoding a video signal comprising: reconstructing a current block offset value indicating a difference between an average pixel value of a current block and an average pixel value of at least one reference block; and obtaining respectively an offset values of the reference blocks of the current block using the offset value, if the current block is predictively encoded by two or more reference blocks.
In yet another aspect, in general, a method for decoding a video signal comprises: obtaining flag information indicating whether illumination compensation of a current block is performed; and if the illumination compensation is performed by the flag information, reconstructing an offset value indicating a difference between an average pixel value of the current block and an average pixel value of a reference block.
In yet another aspect, in general, there is provided a method for decoding a video signal comprising: a) obtaining flag information for allowing a specific level of a video signal to be illumination-compensated; and b) decoding a specific level of the video signal illumination-compensated by the flag information, wherein the specific level of the video signal corresponds to any one of a sequence level, a view level, a GOP (Group of Pictures) level, a picture level, a slice level, a macroblock level, and a block level.
In yet another aspect, in general, there is provided a method for encoding a video signal comprising: obtaining a current-block's offset value indicating a difference between an average pixel value of the current block and a reference block; and searching for a reference optimally matched with the current block using the offset value; and obtaining a motion vector from the matched reference block, and encoding the motion vector.
The method or apparatus for encoding/decoding a video sequence predicts an average value of a current block to be encoded on the basis of peripheral blocks, and transmits a difference value between the current block and the peripheral blocks, thereby minimizing an amount of information to be transmitted for illumination compensation.
The method effectively performs illumination compensation of a multiview video sequence requiring a large amount of data, thereby increasing an encoding rate. The method implements an effective encoding/decoding system using correlation between blocks or views.
View sequences of the multiview video data are captured by different cameras, such that there is a difference in illumination due to inner or outer factors of the cameras. In order to solve the problems, the method predicts an offset value of a current block using information of the neighboring block, transmits only a residual value between the current block and the neighboring block, such that it can minimize an amount of information to be transmitted for illumination compensation. In the case of predicting the offset value of the current block, the method determines whether a reference index of the current block is equal to that of the neighboring block, resulting in the implementation of correct prediction.
The method predicts flag information indicating whether the illumination compensation of the current block is performed, and transmits only a residual value between the flag information, thereby minimizing an amount of information to be transmitted. The method determines whether a reference index of the current block is equal to that of the neighboring block, resulting in the implementation of correct prediction. The method uses correlation between blocks or views, resulting in the implementation of the effective coding process.
View sequences of the multiview video data are captured by different cameras, such that there is a difference in illumination due to inner or outer factors of the cameras. In order to solve the above-mentioned problems, the method predicts an offset value of a current block using information of the neighboring block, transmits only a residual value between the current block and the neighboring block, such that it can minimize an amount of information to be transmitted for illumination compensation. The method predicts flag information indicating whether the illumination compensation of the current block is performed, and transmits only a residual value, thereby minimizing an amount of information to be transmitted.
If the predictive coding process is performed using two or more reference blocks, the method employs the offset value and the flag information using at least one method, resulting in the implementation of the effective coding process. A flag bit indicating whether the illumination compensation is performed to each area of the video signal is assigned, such that the illumination compensation technique can be effectively used. The method calculates the costs by reflecting an illumination difference in the motion estimation process, resulting in the implementation of the correct predictive coding.
DESCRIPTION OF DRAWINGS FIG. 1 is an exemplary decoding apparatus.
FIG. 2 is a flowchart illustrating a method for encoding a video sequence.
FIG. 3 is a block diagram illustrating a process for deriving a predicted average pixel value of a current block from reference blocks of other views.
FIG. 4 is a detailed block diagram illustrating a process for deriving a predicted average pixel value of a current block from reference blocks of other views.
FIG. 5 is a diagram illustrating a 16�16 macroblock.
FIGS. 6A-6B are diagrams illustrating 16�8 macroblocks.
FIGS. 7A-7B are diagrams illustrating 8�16 macroblocks.
FIGS. 8A-8B are diagrams illustrating 8�8 macroblocks.
FIG. 9 is a diagram illustrating a process for obtaining an offset value of a current block.
FIG. 10 is a flowchart illustrating a process for performing illumination compensation of a current block.
FIG. 11 is a flowchart illustrating a method for obtaining a predictor by determining whether a reference index of a current block is equal to a reference index of a neighboring block.
FIG. 12 is a flow chart illustrating a method for performing for an illumination compensation on the basis of a prediction type of a current block.
FIG. 13 is a flow chart illustrating a method for performing illumination compensation using flag information indicating whether the illumination compensation of a block is performed.
FIG. 14 is a flow chart illustrating a method for predicting flag information of a current block by determining whether a reference index of the current block is equal to a reference index of a neighboring block.
FIG. 15 is a flow chart illustrating a method for performing illumination compensation when a current block is predictively coded by two or more reference blocks.
FIG. 16 is a flow chart illustrating a method for performing illumination compensation using not only a flag indicating whether illumination compensation of a current block is performed, but also an offset value of a current block.
FIGS. 17A-17B are diagrams illustrating a method for performing illumination compensation using a flag and an offset value in association with blocks of P and B slices.
FIG. 18 is a flow chart illustrating a method for performing illumination compensation when a current block is predictively encoded by two or more reference blocks.
FIG. 19 is a flow chart illustrating a method for performing illumination compensation using a flag indicating whether illumination compensation of a current block is performed.
FIGS. 20A-20C are diagrams illustrating the scope of flag information indicating whether illumination compensation of a current block is performed.
FIG. 21 is a flow chart illustrating a method for obtaining a motion vector considering an offset value of a current block.
DESCRIPTION In order to effectively handle a multiview sequence, an input bitstream includes information that allows a decoding apparatus to determine whether the input bitstream relates to a multiview profile. In cases that it is determined that the input bitstream relates to the multiview profile, supplementary information associated with the multiview sequence is added according to a syntax to the bitstream and transmitted to the decoder. For example, the multiview profile ID can indicate a profile mode for handling multiview video data as according to an amendment of the H.264/AVC standard.
The sequence parameter set (SPS) of the H.264/AVC bitstream is indicative of header information including information (e.g., a profile, and a level) associated with the entire-sequence encoding.
The entire compressed moving images (i.e., a sequence) can begin at a sequence header, such that a sequence parameter set (SPS) corresponding to the header information arrives at the decoder earlier than data referred to by the parameter set. As a result, the sequence parameter set RBSP acts as header information of a compressed data of moving images at entry S1 (FIG. 2). If the bitstream is received, the profile ID information �profile_idc� identifies which one of profiles from among several profiles corresponds to the received bitstream.
The profile ID information �profile_idc� can be set, for example, to �MULTI_VIEW_PROFILE)�, so that the syntax including the profile ID information can determine whether the received bitstream relates to a multiview profile. The following configuration information can be added when the received bitstream relates to the multiview profile.
FIG. 1 is a block diagram illustrating an exemplary decoding apparatus (or �decoder�) of a multiview video system for decoding a video signal containing a multiview video sequence. The multiview video system includes a corresponding encoding apparatus (or �encoder�) to provide the multiview video sequence as a bitstream that includes encoded image data embodied on a machine-readable information carrier (e.g., a machine-readable storage medium, or a machine-readable energy signal propagating between a transmitter and receiver.)
In this case, the term �time level information� is indicative of hierarchical-structure information for providing temporal scalability from a video signal, such that sequences of a variety of time zones can be provided to a user via the above-mentioned temporal level information.
The term �view level information� is indicative of hierarchical-structure information for providing view scalability from the video signal. The multiview video sequence can define the temporal level and view level, such that a variety of temporal sequences and view sequences can be provided to the user according to the defined temporal level and view level.
The term �anchor picture� is indicative of an encoded picture in which all slices refer to only slices in a current view and not slices in other views. A random access between views can be based on anchor pictures for multiview-sequence decoding.
The term �view ID information� is indicative of specific information for discriminating between a picture of a current view and a picture of another view. In order to discriminate one picture from other pictures when the video sequence signal is encoded, a Picture Order Count (POC) and frame number information (frame_num) can be used.
A view identifier can be defined to indicate a picture's view. The decoding apparatus can obtain information of a picture in a view different from a view of the current picture using the above-mentioned view identifier, such that it can decode the video signal using the information of the picture. The above-mentioned view identifier can be applied to the overall encoding/decoding process of the video signal. Also, the above-mentioned view identifier can also be applied to the multiview video coding process using the frame number information �frame_num� considering a view.
Typically, the multiview sequence has a large amount of data, and a hierarchical encoding function of each view (also called a �view scalability�) can be used for processing the large amount of data. In order to perform the view scalability function, a prediction structure considering views of the multiview sequence may be defined.
If the number of camera views is denoted by an exponential power of �2�, a hierarchical prediction structure between several view sequences may be formed on the basis of the above-mentioned case of the camera views denoted by the exponential power of �2�. Otherwise, if the number of camera views is not denoted by the exponential power of �2�, virtual views can be used, and the prediction structure may be formed on the basis of the virtual views. If the camera arrangement is indicative of a two-dimensional arrangement, the prediction order may be established by turns in a horizontal or vertical direction.
The decoded picture buffer 16 stores or outputs pre-coded pictures to perform the inter-prediction function. In this case, frame number information �frame_num� and POC (Picture Order Count) information of the pictures are used to store or output the pre-coded pictures. Pictures of other view may exist in the above-mentioned pre-coded pictures in the case of the MVC technology. Therefore, in order to use the above-mentioned pictures as reference pictures, not only the �frame_num� and POC information, but also view identifier indicating a picture view may be used as necessary.
A variety of examples of encoding/decoding method for reconstructing a current picture are described later in this document.
FIG. 2 is a flow chart illustrating a method for encoding a video sequence.
Referring to FIG. 2, an example of a video-sequence encoding method obtains an average pixel value of at least one block from among neighboring blocks of a current block and reference blocks of another view at step S131. Upon receipt of the obtained value, the video-sequence encoding method derives a predicted average pixel value of the current block using at least one mode from among several modes at step S132. The video-sequence encoding method obtains a difference value between the predicted average pixel value and the actual average pixel value of the current block at step S133. The video-sequence encoding method measures individual encoding efficiency of the above-mentioned several modes, and selects an optimum mode from among the several modes at step S134. The above-mentioned optimum mode can be selected in various ways, for example, a method for selecting a minimum difference value from among the obtained difference values, and a method for using an equation indicating the relationship of Rate-Distortion (RD), etc.
In this case, the above-mentioned RD equation recognizes not only the number of encoding bits generated during the encoding of a corresponding block but also a distortion value indicating a difference value associated with an actual image, such that it calculates costs using the number of encoding bits and the distortion value. In more detail, the video-sequence encoding method multiplies the bit number by a Lagrange multiplier determined by a quantization coefficient, and adds the distortion value to the multiplied result, such that it calculates the costs. If the optimum mode is selected, the video-sequence encoding method can encode identification (ID) information indicating the selected mode, and transmit the encoded result. Alternatively, if the optimum mode is selected, the video-sequence encoding method can encode not only the ID information indicating the selected mode but also the difference value obtained by the selected mode, and transmit the encoded result at step S135.
FIG. 3 is a block diagram illustrating a process for deriving a predicted average pixel value of a current block from reference blocks of another view.
Referring to FIG. 3, it is assumed that an average pixel value of the Bc block is mc, an average pixel value of the Br,1 block is mr,1, and an average pixel value of the remaining blocks is represented by the above-mentioned block notation. There are a variety of methods for predicting mc information according to information of one or more neighboring blocks. For the convenience of description, it is assumed that the reference frame #1 is used as a candidate reference frame in the case of encoding the Bc block.
A first method for predicting mc information according to information of one or more neighboring blocks is a first mode method (Mode1) for predicting the mc information on the basis of an average pixel value of a reference block of another view corresponding to the current block. In more detail, the first mode method (Mode1) is indicative of the method for predicting the mc information using the average pixel value the Br,1 block of the reference frame #1. The difference value can be represented by the following equation 1:
e=m c −m r,1 [Equation 1]
A second method for predicting a difference value between an average pixel value of a current block and an average pixel value of a reference block of another view corresponding to the current block is a second mode method (Mode2) for predicting the difference value on the basis of a difference between average pixel values of each neighboring blocks of the current block and the reference block. In more detail, the second mode method (Mode2) predicts a difference value between an average pixel value of the current block and an average pixel value of the Br,1 block of the reference frame #1 using a difference value in average pixel values between neighboring blocks (Bc 1,Br,1 1). The difference value can be represented by the following equation 2:
e=(m c −m r,1)−(m c 1 −m r,1 1) [Equation 2]
A third method for predicting a difference value between an average pixel value of a current block and an average pixel value of a reference block of another view corresponding to the current block is a third mode method (Mode3) for predicting the difference value using a difference between an average pixel value of a neighboring block of the current block and an average pixel value of the reference block. In more detail, the third mode method (Mode3) predicts the mc information on the basis of a difference between an average pixel value of the neighboring block Bc 1 and an average pixel value of the Br,1 block of the reference frame #1. In this case, the difference value can be represented by the following equation 3:
e=(m c −m r,1)−(m c 1 −m r,1)=m c −m c 1 [Equation 3]
In the case of encoding a neighboring block of the current block by using the neighboring blocks of the reference block of another view, there is a fourth mode method (Mode4) for predicting the mc information on the basis of predicted average pixel values of the neighboring blocks of the current block. In other words, if the Bc 1 block is pre-encoded by referring to the Br,2 1 block of the reference frame #2, a difference value between the average pixel value of the current block (Bc) and a reference block (Br,1) corresponding to the current block can be predicted by a difference value between the average pixel value of the neighboring block of the current block (Bc 1) and an average pixel value of neighboring block of another view reference block (Br,2 1).
In this case, the difference value can be represented by the following equation 4:
e=(m c −m r,1)−(m c 1 −m r,2 1) [Equation 4]
In the case of using the neighboring-block information using the above-mentioned Mode2, Mode3, and Mode4 methods, although the above-mentioned Mode2, Mode3, and Mode4 methods have disclosed that only one information of the next upper-block is exemplarily used, it should be noted that the combination of information of several neighboring blocks surrounding the current block may also be used as an example.
In more detail, FIG. 4 shows a current block, pre-encoded blocks, each of which shares a boundary with the current block, and other blocks, each of which shares a boundary with the reference block. In this case, the Mode2-method equation, the Mode3-method equation, and the Mode4-method equation can be represented by the following equation 5:
Mode ⁢ ⁢ ⁢ 2 ⁢ : ⁢ ⁢ e = ( m c - m r , 1 ) - ∑ i ⁢ w i ⁡ ( m c i - m r , 1 i ) ∑ i ⁢ w i ⁢ ⁢ Mode ⁢ ⁢ ⁢ 3 ⁢ : ⁢ ⁢ e = ⁢ ( m c - m r , 1 ) - ∑ i ⁢ w i ⁡ ( m c i - m r , 1 ) ∑ i ⁢ w i = ⁢ m c - ∑ i ⁢ w i ⁢ m c i ∑ i ⁢ w i ⁢ ⁢ Mode ⁢ ⁢ ⁢ 4 ⁢ : ⁢ ⁢ e = ( m c - m r , 1 ) - ∑ i ⁢ w i ⁡ ( m c i - m r , k i ) ∑ i ⁢ w i [ Equation ⁢ ⁢ 5 ] In the above-mentioned Mode4 equation, mr,k i indicates an average pixel value of a reference block of the Bc i block on the condition that the reference block is located at the reference frame #k.
In Equation 5, wi indicates a weighted coefficient. The neighboring blocks used for prediction are not limited to blocks sharing a boundary, and may also include other blocks adjacent to the above-mentioned neighboring blocks as necessary. Otherwise, the above-mentioned neighboring blocks may also employ only some parts of the other blocks. The scope of the above-mentioned neighboring blocks may be adjusted by the wi. In this way, the difference value (e) is quantized and entropy-encoded, such that the entropy-encoded information is transmitted to the decoding unit.
The reference frames of the above-mentioned Mode1, Mode2, Mode3, and Mode4 methods are determined to be optimum frames in consideration of rate and distortion factors after calculating several steps to an actual bitstream stage. There are a variety of methods for selecting the optimum mode, for example, a method for selecting a specific mode of a minimum difference value from among the obtained difference values, and a method for using the RD relationship.
The above-mentioned RD-relationship method calculates actual bitstreams of individual modes, and selects an optimum mode in consideration of the rate and the distortion. In the case of calculating a block residual value, the above-mentioned RD-relationship method deducts an average pixel value of each block from the current block, deducts the average pixel value of each block from the reference block, and calculates a difference value between the deducted results of the current and reference blocks, as represented by the following equation 6:
∑ i ⁢ ∑ j ⁢  I c ⁡ ( i , j ) - m ~ c - ( I r ⁡ ( i + Δ ⁢ ⁢ x , j + Δ ⁢ ⁢ y ) - m r  [ Equation ⁢ ⁢ 6 ] In Equation 6, ΔxΔy is indicative of a disparity vector, and I is a pixel value. If a value predicted by information of a neighboring block and a difference value are quantized, and the quantized resultant values of the predicted value and the difference value are reconstructed, and the reconstructed resultant values are added, the added result is denoted by {tilde over (m)}c of Equation 6. In this case, the value of {tilde over (m)}c is adapted to obtain the same values from the encoding unit and the decoding unit. mr is indicative of an average pixel value of a reference block. In the case of the decoded image, the encoding unit has the same mr as that of the decoding unit. Indeed, the reference block is searched for in a time domain, and an optimum block is searched for in a space-time domain. Therefore, ID information indicating whether an illumination compensation will be used is set to �0� or �1� in association with individual frames and blocks, and the resultant ID information is entropy-encoded.
If the optimum mode is selected, it is possible to encode only the selected mode, such that the encoded result of the selected mode may be transmitted to the decoding unit. In addition to the encoded result of the selected mode, a difference value obtained by the selected mode can also be encoded and transmitted. The selected mode information is represented by index types, and can also be predicted by neighboring-mode information. In addition, a difference value between the index of the currently-selected mode and the index of the predicted mode can also be encoded and transmitted.
All of the above-mentioned modes may be considered, some of the above-mentioned modes may be selected, or only one of the above-mentioned modes may also be selected as necessary. In the case of using a single method from among all available methods, there is no need to separately encode the mode index.
In the case of obtaining an average pixel value and deriving a predicted average pixel value, pre-decoded pixel values may be applied to current blocks of a reference frame and a target frame to be encoded.
Basically, pre-decoded values of left-side pixels and pre-decoded values of upper-side pixels are used to predict an average pixel value of the current block. In the case of encoding an actual video sequence, the video sequence is encoded on the basis of a macroblock. The 16�16 macroblock is divided into 16�8 blocks, 8�16 blocks, and 8�8 blocks, and is then decoded. The 8�8 blocks may also be divided into 8�4 blocks, 4�8 blocks, and 4�4 blocks. There are a variety of methods for predicting an average pixel value of sub-blocks on the basis of a single macroblock.
FIG. 5 is a conceptual diagram illustrating a 16�16 macroblock for explaining usages of pre-decoded pixel values located at left- and upper-parts of an entire block in the case of deriving an average pixel value and a predicted average pixel value of a current block.
Referring to FIG. 5, the 16�16 macroblock can use all the pixel values of the left- and upper-parts. Therefore, in the case of predicting an average pixel value of the current block, an average pixel value of pixels (h1�h16) of the upper part and pixels (v1�v16) of the left part is calculated, and an average pixel value of the current block is predicted by the calculated average pixel value of the pixels (v1�v16, h1�h16). In this case, the average pixel value of the 16�16 block (denoted by �B16�16�) can be represented by the following equation 7:
∑ i = 1 16 ⁢ hi + ∑ i = 1 16 ⁢ vi 32 [ Equation ⁢ ⁢ 7 ] FIG. 6A is a conceptual diagram illustrating a 16�8 macroblock for explaining usages of all the pixels enclosing divided blocks in the case of deriving an average pixel value and a predicted average pixel value of the divided blocks. FIG. 6B is a conceptual diagram illustrating a 16�8 macroblock for explaining usages of only pixels enclosing divided blocks in the case of deriving an average pixel value and a predicted average pixel value of the divided blocks.
In FIG. 6A, in the case of using all the pixels enclosing the divided blocks, an average value of the B16�8�0 block and the B16�8�1 block can be represented by the following equation 8:
∑ i = 1 16 ⁢ hi + ∑ i = 1 16 ⁢ vi 32 [ Equation ⁢ ⁢ 8 ] In FIG. 6B, in the case of using all the pixels enclosing the divided blocks, an average value of the B16�8�0 block can be represented by the following equation 9, and an average value of the B16�8�1 block can be represented by the following equation 10:
∑ i = 1 16 ⁢ hi + ∑ i = 1 8 ⁢ vi 24 [ Equation ⁢ ⁢ 9 ] ∑ i = 1 16 ⁢ gi + ∑ i = 9 8 ⁢ vi 24 [ Equation ⁢ ⁢ 10 ] In the above-mentioned cases of FIGS. 6A-6B, the value of h0 located at the corner of the macroblock may also be added to the calculation result as necessary. In this case, an average pixel value of the B16�8�0 block of FIG. 6A can be represented by the following equation 11, and the average pixel value of the B16�8�0 of FIG. 6B can be represented by the following equation 12:
∑ i = 0 16 ⁢ hi + ∑ i = 1 16 ⁢ vi 33 [ Equation ⁢ ⁢ 11 ] ∑ i = 0 16 ⁢ hi + ∑ i = 1 8 ⁢ vi 25 [ Equation ⁢ ⁢ 12 ] In the above-mentioned cases of FIGS. 6A-6B, the values of h0 and v8 located at the corners of the macroblock may also be added to the calculation result as necessary. In this case, an average pixel value of the B16�8�1 block of FIG. 6A can be represented by the following equation 13, and the average pixel value of the B16�8�1 of FIG. 6B can be represented by the following equation 14:
∑ i = 0 16 ⁢ hi + ∑ i = 1 16 ⁢ vi 33 [ Equation ⁢ ⁢ 13 ] ∑ i = 0 16 ⁢ gi + ∑ i = 8 16 ⁢ vi 25 [ Equation ⁢ ⁢ 14 ] FIG. 7A is a conceptual diagram illustrating a 8�16 macroblock for explaining usages of all the pixels enclosing divided blocks in the case of deriving an average pixel value and a predicted average pixel value of the divided blocks. FIG. 7B is a conceptual diagram illustrating a 8�16 macroblock for explaining usages of only pixels enclosing divided blocks in the case of deriving an average pixel value and a predicted average pixel value of the divided blocks. The method for deriving an average pixel value of the divided blocks is the same as that of FIGS. 6A-6B.
FIG. 8A is a conceptual diagram illustrating a 8�8 macroblock for explaining usages of all the pixels enclosing divided blocks in the case of deriving an average pixel value and a predicted average pixel value of the divided blocks. FIG. 8B is a conceptual diagram illustrating a 8�8 macroblock for explaining usages of only pixels enclosing divided blocks in the case of deriving an average pixel value and a predicted average pixel value of the divided blocks. The method for deriving an average pixel value of the divided blocks is the same as that of FIGS. 6A-6B.
The 8�8 block can be divided into a plurality of sub-blocks.
An average pixel value of a corresponding block of a current block of a current frame to be encoded is predicted, such that the predicted average pixel value is set to {circumflex over (m)}c. An average pixel value of a corresponding block of the reference frame is predicted, such that the predicted average pixel value is set to {circumflex over (m)}r.
Each predicted average pixel value is deducted from all pixels of each block, and a difference value between the predicted pixel value using the reference block and a pixel value of the current block can be calculated by the following equation 15:
∑ i ⁢ ∑ j ⁢  I c ⁡ ( i , j ) - m ^ c - ( I r ⁡ ( i + Δ ⁢ ⁢ x , j + Δ ⁢ ⁢ y ) - m ^ r )  [ Equation ⁢ ⁢ 15 ] In Equation 15, (Δx,Δy) is indicative of a disparity vector, and I is a pixel value. A reference block having a minimum block residual value is selected as an illumination-compensated optimum block. In this case, the disparity vector is denoted by (Δx,Δy). Indeed, a system compares the above-mentioned illumination-compensated case with another case in which the illumination is not compensated, and selects a superior one of the two cases.
As a modified example of the above-mentioned scheme, an average pixel value of the reference block is not predicted by pixel values of neighboring blocks, and is directly calculated by an average pixel value of all pixels contained in an actual block.
As another modified example of the above-mentioned scheme, the number of left- and upper-part pixels may be increased. In more detail, pixels of two or more neighboring layers of a current layer may be used instead of pixels of only one layer next to a current layer.
The decoding unit determines whether to perform an illumination compensation of a corresponding block using the ID information. If the illumination compensation is performed, the decoding unit calculates a decoded value of the difference value (e), and obtains a predicted value according to an above-mentioned prediction method. The decoded value of the difference value (e) is added to the predicted value, such that the value of {tilde over (m)}c(={circumflex over (m)}c+e) can be decoded. The value of {circumflex over (m)}r−{tilde over (m)}c is deducted from the reference block, which is prediction block so called predictor for the current block, and the deducted result is added to the decoded value of the residual block, such that the value of the current block can be finally obtained. The current block can be reconstructed as follow:
B=prediction block+residual block+({circumflex over (m)} c −{circumflex over (m)} r +e),
where B is the value of the current block, reference block is the predictor for the current block, {circumflex over (m)}c−{circumflex over (m)}r is a predicted difference of average pixel values, that is the predicted offset value of illumination compensation for the current block, and e is the difference value. The decoding unit obtains the difference between a offset value of illumination compensation of the current block and a predicted difference, and can reconstruct the offset value of illumination compensation of the current block using the obtained residual block value and the predicted difference.
The illumination compensation may be performed during the motion estimation. When it compares the current block with the reference block, a difference in illumination between two blocks is considered. New motion estimation and new motion compensation are used to compensate for the illumination difference. A new SAD (Sum of Absolute Differences) can be represented by the following equations 16 and 17:
SAD = ⁢ ∑ x = m M + m - 1 ⁢ ∑ y = n N + n - 1 ⁢  ( I c ⁡ ( x , y ) - M c ) - ( I r ⁡ ( x + Δ ⁢ ⁢ x , y + Δ ⁢ ⁢ y ) - M r )  = ⁢ ∑ x = m M + m - 1 ⁢ ∑ y = n N + n - 1 ⁢  ( I c ⁡ ( x , y ) - I r ⁡ ( x + Δ ⁢ ⁢ x , y + Δ ⁢ ⁢ y ) ) - ( M c - M r )  [ Equation ⁢ ⁢ 16 ] M c = ∑ x = m M + m - 1 ⁢ ∑ y = n N + n - 1 ⁢ I c ⁡ ( x , y ) ⁢ ⁢ M r = ∑ x = m M + m - 1 ⁢ ∑ y = n N + n - 1 ⁢ I r ⁡ ( x + Δ ⁢ ⁢ x , y + Δ ⁢ ⁢ y ) [ Equation ⁢ ⁢ 17 ] With reference to Equations 16 and 17, Mc is indicative of an average pixel value of the current block, and Mr is indicative of an average pixel value of the reference block. Ic(x,y) is indicative of a pixel value at a specific coordinate (x,y) of the current block, and Ir(x+Δx,y+Δy) is indicative of a pixel value at a motion vector (Δx,Δy) of the reference block. The motion estimation is performed on the basis of the new SAD denoted by Equation 16, such that a difference value between an average pixel value of the current block and an average pixel value of the reference block can be obtained. The difference value in average pixel value between the current block and the reference block is referred to as an offset value (IC_offset).
If the motion estimation applying for the illumination compensation is performed, the offset value and the motion vector are obtained. The illumination compensation can be performed by the following equation 18 using the offset value and the motion vector:
R(x,y)=I c(x,y)−I r(x+Δx,y+Δy)−(M c −M r) [Equation 18]
With reference to Equation 18, R(x,y) is indicative of an illumination-compensated residual value.
The offset value (IC_offset=Mc−Mr) is transmitted to the decoding unit. The illumination compensation of the decoding unit can be performed by the following equation 19:
I′ c(x,y)=I r(x+Δx,y+Δy)+R′(x,y)+(M c −M r) [Equation 19]
With reference to Equation 19, R′(x,y) is indicative of an reconstructed and illumination-compensated residual value, and I′c(x,y) is indicative of a pixel value of the current block.
In order to reconstruct the current block, the offset value is transmitted to the decoding unit, and the offset value can be predicted by data of the neighboring blocks. In order to further reduce the number of bits for coding the offset value, a difference value (RIC � offset) between the current-block offset value (IC_offset) and the neighboring-block offset value (IC_offset_pred) can be transmitted to the decoding unit 50, as denoted by the following equation 20:
R IC � offset =IC_offset−IC_offset� pred [Equation 20]
FIG. 10 is a flow chart illustrating a process for performing for an illumination compensation of a current block.
Referring to FIG. 10, if an illumination compensation flag of a current block is set to �0�, the illumination compensation of the current block is not performed. Otherwise, if the illumination compensation flag of the current block is set to �1�, a process for reconstructing the offset value of the current block is performed. In the case of obtaining a predictor of the current block, information of the neighboring block can be employed. It is determined whether a reference index of the current block is equal to a reference index of the neighboring block at step S210. A predictor for performing the illumination compensation of the current block is obtained on the basis of the determined result at step S211. An offset value of the current block is reconstructed by using the obtained predictor at step S212. In this case, the step S210 for determining whether the reference index of the current block is equal to that of the neighboring block and the step S211 for obtaining the predictor on the basis of the determined result will hereinafter be described with reference to FIG. 11.
FIG. 11 is a flow chart illustrating a method for obtaining a predictor by determining whether a reference index of a current block is equal to a reference index of a neighboring block.
Referring to FIG. 11, in order to perform an illumination compensation, the decoding unit extracts a variety of information from a video signal, for example, flag information and offset values of neighboring blocks of the current block, and reference indexes of reference blocks of the current and neighboring blocks, such that the decoding unit can obtain the predictor of the current block using the extracted information. The decoding unit obtains a residual value between the offset value of the current block and the predictor, and can reconstruct the offset value of the current block using the obtained residual value and the predictor.
In the case of obtaining the predictor of the current block, information of the neighboring block can be employed. For example, the offset value of the current block can be predicted by the offset value of the neighboring block. Prior to predicting the offset value of the current block, it can be determined whether the reference index of the current block is equal to that of the neighboring block, such that it can be determined which one of values or which one of neighboring blocks will be used by referring to the determined result. Also, it is determined whether flag information of the neighboring block is set to �true�, such that it can be determined whether the neighboring block will be used by referring to the determined result.
According to a first example, it is determined whether the neighboring block having the same reference index as that of the current block exists at step S220. If it is determined that only one neighboring block having the same reference index as that of the current block exists, an offset value of the neighboring block having the same reference index is assigned to the predictor of the current block at step S221. If it is determined that two neighboring blocks, each of which has the same reference index as that of the current block, exist at step S220, an average value of the offset values of the two neighboring blocks is assigned to the predictor of the current block at step S222. If it is determined that three neighboring blocks, each of which has the same reference index as that of the current block, exist at step S220, a median value of the offset values of the three neighboring blocks is assigned to the predictor of the current block at step S223. If it is determined that there is no neighboring block having the same reference index as that of the current block according to the determined result at step S220, the predictor of the current block is set to �0� at step S224. If required, the step S220 for determining whether the reference index of the current block is equal to that of the neighboring block may further include another step for determining whether a flag of the neighboring block is set to �1�.
According to a second example, it is determined whether the neighboring block has the same reference index as that of the current block, and it is determined whether a flag of the neighboring block is set to �1�. If it is determined that the neighboring block has the same reference index as that of the current block, and has the flag of �1�, an offset value of the neighboring block may be set to the predictor of the current block. In this case, a plurality of neighboring blocks may be checked in the order of a left neighboring block→an upper neighboring block→a right-upper neighboring block→a left-upper neighboring block. If required, the neighboring blocks may also be checked in the order of the upper neighboring block→the left neighboring block→the right-upper neighboring block→the left-upper neighboring block. If there is no neighboring block capable of satisfying the two conditions, and flags of the three neighboring blocks (i.e., the left neighboring block, the upper neighboring block, and the right-upper (or left-upper) neighboring block) are set to �1�, respectively, the median value of the offset values of the three blocks is set to the predictor. Otherwise, the predictor of the current block may be set to �0�.
Referring to FIG. 12, the neighboring block acting as a reference block may be changed according to a prediction type of the current block. For example, if the current block has the same shape as that of the neighboring block, the current block is predicted by a median value of the neighboring blocks. Otherwise, if the shape of the current block is different from that of the neighboring block, another method will be employed.
For example, if a block located at the left side of the current block is divided into several sub-blocks, the uppermost sub-block from among the sub-blocks is used for the prediction. Also, if a block located at an upper part of the current block is divided into several sub-blocks, the leftmost sub-block is used for the prediction. In this case, a prediction value may be changed according to the prediction type of the current block. Therefore, the example of FIG. 12 determines a neighboring block to be referred by the prediction type of the current block at step S231. It is determined whether the reference index of the determined neighboring block is equal to a reference index of the current block at step S232. The step S232 for determining whether the reference index of the neighboring block is equal to that of the current block may further include another step for determining whether a flag of the neighboring block is set to �1�. The predictor for performing an illumination compensation of the current block can be obtained on the basis of the determined result at step S233. The offset value of the current block is reconstructed by the obtained predictor, such that the illumination compensation can be performed at step S234. In this case, the process for performing the step S233 by referring to the result of step S232 will hereinafter be described in detail, and a detailed description thereof will be similar to that of FIG. 11.
For example, if the prediction type of the current block indicates that the prediction is performed by using a neighboring block located at the left side of the current block, it is determined whether the reference index of the left-side neighboring block is equal to that of the current block. If the reference index of the current block is equal to that of the left-side neighboring block, an offset value of the left-side neighboring block is assigned to the predictor of the current block. Also, if the prediction type of the current block indicates that the prediction is performed by referring to the left- and upper-neighboring blocks of the current block, or if the prediction is performed by referring to three neighboring blocks (i.e., the left neighboring block, the upper neighboring block, and the right-upper neighboring block), the individual cases will be applied similarly as a method of FIG. 11.
FIG. 13 is a flow chart illustrating a method for performing for an illumination compensation using flag information indicating whether the illumination compensation of a block is performed.
Referring to FIG. 13, flag information (IC_flag) indicating whether an illumination compensation of the current block is performed may also be used to reconstruct the offset value of the current block. In addition, the predictor may also be obtained using both the method for checking the reference index of FIG. 11 and the method for predicting flag information. Firstly, it is determined whether a neighboring block having the same reference index as that of the current block exists at step S241. A predictor for performing an illumination compensation of the current block is obtained by the determined result at step S242. In this case, a process for determining whether the flag of the neighboring block is �1� may also be included in the step S242. The flag information of the current block is predicted on the basis of the determined result at step S243. An offset value of the current block is reconstructed by using the obtained predictor and the predicted flag information, such that the illumination compensation can be performed at step S244. In this case, the step S242 may be applied similarly as a method of FIG. 11, and the step S243 will hereinafter be described with reference to FIG. 14.
Referring to FIG. 14, it is determined whether the neighboring block having the same reference index as that of the current block exists at step S250. If it is determined that only one neighboring block having the same reference index as that of the current block exists, flag information of the current block is predicted by flag information of the neighboring block having the same reference index at step S251. If it is determined that two neighboring blocks, each of which has the same reference index as that of the current block, exist at step S250, flag information of the current block is predicted by any one of flag information of the two neighboring blocks having the same reference index at step S252.
If it is determined that three neighboring blocks, each of which has the same reference index as that of the current block, exist at step S250, the flag information of the current block is predicted by a median value of the flag information of the three neighboring blocks at step S253. Also, if there is no neighboring block having the same reference index as that of the current block according to the determined result of step S250, the flag information of the current block is not predicted at step S254.
FIG. 15 is a flow chart illustrating a method for performing an illumination compensation when a current block is predictively coded by two or more reference blocks.
Referring to FIG. 15, during performing the illumination compensation, if the current block is predictively coded by using two reference blocks, the decoding unit cannot directly recognize an offset value corresponding to each reference block, because it uses an average pixel value of the two reference blocks when obtaining the offset value of the current block. Therefore, in one example, an offset value corresponding to each reference block is obtained, resulting in the implementation of correct prediction. The offset value of the current block is reconstructed by using the predictor of the current block and the residual value at step S261. If the current block is predictively encoded by using two reference blocks, an offset value corresponding to each reference is obtained by the offset value at step S262, as denoted by the following equation 21:
IC_offset=m c −w 1 �m r,1 −w 2 �m r,2 IC_offsetL0=m c −m r,1 =IC_offset+(w 1−1)�m r,1 +w 2 �m r,2 IC_offsetL1=m c −m r,2 =IC_offset+w 1 �m r,1+(w 2−1)�m r,2 [Equation 21]
In Equation 21, mc is an average pixel value of the current block. mr,1 and mr,2 are indicative of an average pixel values of reference blocks, respectively. w1 and w2 are indicative of a weighted coefficients for a bi-predictive coding process, respectively.
In one example of the illumination compensation method, the system independently obtains an accurate offset value corresponding to each reference block, such that it can more correctly perform the predictive coding process. In the case of reconstructing the offset value of the current block at step S262, the system adds the reconstructed residual value and the predictor value, such that it obtains an offset value. In this case, the predictor of a reference picture of List0 and the predictor of a reference picture of List1 are obtained respectively and combined, such that the system can obtain a predictor used for reconstructing the offset value of the current block.
According to another example, the system can also be applied to skip-macroblock. In this case, the prediction is performed to obtain an information for the illumination-compensation. A value predicted by the neighboring block block is used as flag information indicating whether the illumination compensation is performed. An offset value predicted by the neighboring block may be used as the offset value of the current block. For example, if flag information is set to �true�, the offset value is added to a reference block. In the case of a macroblock to which a P-skip mode is applied, the prediction is performed by using flags and offset values of the left- and upper-neighboring blocks, such that flag and offset values of the macroblock can be obtained. If only one block has the flag of �1�, a flag and an offset value of the current block may be set to the flag and the offset value of the block, respectively. If two blocks have the flag of �1�, the flag of the current block is set to �1�, and the offset value of the current block is set to an average offset value of the two neighboring blocks.
According to another example, the system can also be applied to a direct mode, for example, temporal direct mode, B-skip mode, etc. In this case, the prediction is performed to obtain information of the illumination-compensation. Each predictor can be obtained by using the variable method for predicting the flag and the offset. This predictor may be set to an actual flag and an actual offset value of the current block. If each block has a pair of flags and offset information, a prediction value for each block can be obtained. In this case, if there are two reference blocks and the reference indexes of the two reference blocks are checked, it is determined whether the reference index of the current block is equal to that of the neighboring block. Also, if each reference block includes a unique offset value, first predicted flag information, a first predicted offset value, second predicted flag information, and a second predicted offset value can be obtained. In this case, a value predicted by the neighboring block may be used as the flag information. The offset values of the two reference blocks may be used as the first predicted offset value and the second predicted offset value, respectively. In this case, the offset value of the current block may be set to an average offset value of individual reference blocks.
In the direct mode or the skip macroblock mode, the system may encode/decode the flag information indicating whether the direct mode or the skip-macroblock mode is applied to the current block. In more detail, an offset value is added or not according to the flag value. A residual value between the offset value and the predicted offset value may also be encoded/decoded. In this case, desired data can be more correctly reconstructed, and an optimum mode may be selected in consideration of a RD (Rate-Distortion)-relationship. If a reference picture cannot be used for the prediction process, i.e., if a reference picture number is less than �1�, the flag information or predicted flag information may be set to �false�, and the offset value or the predicted offset value may also be set to �0�.
According to another example, the system can also be applied to the entropy-coding process. In association with the flag information, three context models may be used according to flag values of the neighboring blocks (e.g., blocks located at the left- and upper-parts of the current block).
If it is determined that the flag value is set to �true�, the value of �1� occurs. If it is determined that the flag value is set to �false�, the value of �0� occurs. If the two values �1� and �0� of the two cases are added, three cases can be obtained. The flag information is encoded/decoded by using the three context models. A transform-coefficient level coding method can be used for the predictive residual value of the offset values. In other words, data binarization is performed by UEG0, a single context model can be applied to a first bin value, and another context mode is applied to the remaining bin values of a unary prefix part A sign bit is encoded/decoded by a bypass mode. According to another example of the flag information, two contexts may be considered according to a predicted flag values, such that the encoding/decoding process can be performed.
FIG. 16 is a flow chart illustrating a method for performing illumination compensation using not only flag information indicating whether illumination compensation of a current block is performed, but also an offset value of the current block.
Referring to FIG. 16, in order to perform illumination compensation, the decoding unit extracts a variety of information from a video signal, for example, flag information and offset values of the current and neighboring blocks of the current block, and index information of reference blocks of the current and neighboring blocks, such that the decoding unit can obtain the predictor of the current block using the above-mentioned extracted information. The decoding unit 50 obtains a residual value between the offset value of the current block and the predictor, and can reconstruct the offset value of the current block using the obtained residual value and the predictor. In the case of reconstructing the offset value of the current block, flag information (IC_flag) indicating whether the illumination compensation of the current block is performed may be used.
The decoding unit obtains flag information indicating whether the illumination compensation of the current block is performed at step S271. If the illumination compensation is performed according to the above-mentioned flag information (IC_flag), the offset value of the current block indicating a difference in average pixel value between the current block and the reference block can be reconstructed at step S272. In this way, the above-mentioned illumination compensation technology encodes a difference value in average pixel value between blocks of different pictures. If a corresponding block is contained in the P slice when the flag indicating whether the illumination compensation is applied to each block, single flag information and a single offset value are encoded/decoded. However, if the corresponding block is contained in the B slice, a variety of methods can be made available, and a detailed description thereof will hereinafter be described with reference to FIGS. 17A-17B.
FIGS. 17A-17B are diagrams illustrating a method for performing illumination compensation using flag information and an offset value in association with blocks of P and B slices.
Referring to FIG. 17A, �C� is indicative of a current block, �N� is indicative of a neighboring block of the current block (C), �R� is indicative of a reference block of the current block (C), �S� is indicative of a reference block of the neighboring block (N) of the current block (C), and �mc� is indicative of an average pixel value of the current block (C), �mr� is indicative of an average pixel value of the reference block of the current block (C) If the offset value of the current block (C) is denoted by �IC_offset�, the �IC_offset� information can be denoted by �IC_offset=mc−mr�.
In this way, if the offset value of the neighboring block (S) is denoted by �IC_offset_pred�, the encoding unit can transmit the residual value (RIC � offset) between the offset value (IC_offset) of the current block and the offset value (IC_offset_pred) of the neighboring block to a decoding unit, such that it can reconstruct the offset value �IC_offset� of the current block (C). In this case, the �RIC � offset� information can also be represented by the above-mentioned Equation 20.
In the case of generating the predictor of the current block on the basis of flag information or offset value of the neighboring block, a variety of methods can be made available. For example, information of only one neighboring block may be employed, or information of two or more neighboring blocks may also be employed. In the case of employing the information of two or more neighboring blocks, an average value or a median value may be employed. In this way, if the current block is predictively encoded by a single reference block, the illumination compensation can be performed using a single offset value and single flag information.
However, if the corresponding block is contained in the B slice, i.e., if the current block is predictively encoded by two or more reference blocks, a variety of methods can be made available.
For example, as shown in FIG. 17B, it is assumed that �C� is indicative of a current block, �N� is indicative of a neighboring block of the current block (C), �R0� is indicative of a reference block located at a reference picture (1) of List 0 referred by the current block, �S0� is indicative of a reference block located at the reference picture (1) of List 0 referred by the neighboring block, �R1� is indicative of a reference block located at a reference picture (3) of List 1 referred by the current block, and �S1� is indicative of a reference block located at the reference picture (3) of List 1 referred by the neighboring block. In this case, the flag information and the offset value of the current block are associated with each reference block, such that each reference block includes two values. Therefore, at least one of the flag information and the offset value can be employed respectively.
According to a first example, a predictor of the current block can be obtained by combining information of two reference blocks via the motion compensation. In this case, single flag information indicates whether the illumination compensation of the current block is performed. If the flag information is determined to be �true�, a single offset value is obtained from the current block and the predictor, such that the encoding/decoding processes can be performed.
According to a second example, in the motion compensation process, it is determined whether the illumination compensation will be applied to each of two reference blocks. Flag information is assigned to each of the two reference blocks, and a single offset value obtained by using the above-mentioned flag information may be encoded or decoded. In this case, it should be noted that two flag information may be used on the basis of the reference block, and a single offset value may be used on the basis of the current block.
According to a third example, single flag information may indicate whether the illumination compensation will be applied to a corresponding block on the basis of the current block. Individual offset values can be encoded/decoded for two reference blocks. If the illumination compensation is not applied to any one of the reference blocks during the encoding process, a corresponding offset value is set to �0�. In this case, single flag information may be used on the basis of the current block, and two offset values may be used on the basis of the reference block.
According to a fourth example, the flag information and the offset value can be encoded/decoded for individual reference blocks. In this case, two flags and two offset values can be used on the bass of the reference block.
According to the above-mentioned first to fourth examples, the offset value is not encoded without any change, and is predicted by an offset value of the neighboring block, such that its residual value is encoded.
FIG. 18 is a flow chart illustrating a method for performing an illumination compensation when a current block is predictively encoded by two or more reference blocks.
Referring to FIG. 18, in order to perform the illumination compensation on the condition that the current block is contained in the B slice, flag information and offset values of the neighboring blocks of the current block are extracted from the video signal, and index information of corresponding reference blocks of the current and neighboring blocks are extracted, such that the predictor of the current block can be obtained by using the extracted information. The decoding unit obtains a residual value between the offset value of the current block and the predictor, and can reconstruct the offset value of the current block using the obtained residual value and the predictor. In the case of reconstructing the offset value of the current block, flag information (IC_flag) indicating whether the illumination compensation of the current block is performed may be used as necessary.
The decoding unit obtains flag information indicating whether the illumination compensation of the current block is performed at step S291. If the illumination compensation is performed according to the above-mentioned flag information (IC_flag), the offset value of the current block indicating a difference in average pixel value between the current block and the reference block can be reconstructed at step S292.
However, if the current block is predictively encoded by two reference blocks, a decoder cannot directly recognize an offset value corresponding to each reference block, because it uses an average pixel value of two reference blocks when obtaining the offset value of the current block. Therefore, according to a first example, an offset value corresponding to each reference is obtained, resulting in the implementation of correct prediction. Therefore, if the current block is predictively encoded by two reference blocks, an offset value corresponding to each reference can be obtained by using the above-mentioned offset value at step S293, as denoted by the following equation 22:
IC_offset=m c −w 1 �m r,1 −w 2 �m r,2 IC_offsetL0=m c −m r,1 =IC_offset+(w 1−1)�m r,1 +w 2 �m r,2 IC_offsetL1=m c −m r,2 =IC_offset+w 1 �m r,1+(w 2−1)�m r,2 [Equation 22]
In Equation 22, mc is an average pixel value of the current block. mr,1 and mr,2 are indicative of average pixel values of reference blocks, respectively. w1 and w2 are indicative of weighted coefficients for a bi-predictive coding process, respectively.
In the case of performing the illumination compensation using the above-mentioned method, the system independently obtains an accurate offset value corresponding to each reference block, such that it can more correctly perform the predictive coding process. In the case of reconstructing the offset value of the current block, the system adds the reconstructed residual value and the predictor value, such that it obtains the offset value. In this case, the predictor of List 0 and the predictor of List 1 are obtained and combined, such that the system can obtain a predictor value used for reconstructing the offset value of the current block.
FIG. 19 is a flow chart illustrating a method for performing an illumination compensation using flag information indicating whether the illumination compensation of a current block is performed.
The illumination compensation technology is adapted to compensate for an illumination difference or a difference in color. If the scope of the illumination compensation technology is extended, the extended illumination compensation technology may also be applied between obtained sequences captured by the same camera. The illumination compensation technology can prevent the difference in illumination or color from greatly affecting the motion estimation. However, indeed, the encoding process employs flag information indicating whether the illumination compensation is performed. The application scope of the illumination compensation may be extended to a sequence, a view, a GOP (Group Of Pictures), a picture, a slice, a macroblock, and a sub-block, etc.
If the illumination compensation technology is applied to a small-sized area, a local area may also be controlled, however, it should be noted that a large number of bits used for the flag information are consumed. The illumination compensation technology may not be required. Therefore, a flag bit indicating whether the illumination compensation is assigned to individual areas, such that the system can effectively use the illumination compensation technology. The system obtains flag information capable of allowing a specific level of the video signal to be illumination-compensated at step S201.
For example, the following flag information may be assigned to individual areas. �seq_IC_flag� information is assigned to a sequence level, �view_IC_flag� information is assigned to a view level, �GOP_IC_flag� information is assigned to a GOP level, �pic_IC_flag� information is assigned to a picture level, �slice_IC_flag� information is assigned to a slice level, �mb_IC_flag� information is assigned to a macroblock level, and �blk_IC_flag� information is assigned to a block level. A detailed description of the above-mentioned flag information will be described with reference to FIGS. 20A-20C. A specific level of the video signal in which the illumination compensation is performed by the flag information can be decoded at step S302.
FIGS. 20A-20C are conceptual diagrams illustrating the scope of flag information indicating whether illumination compensation of a current block is performed.
Referring to FIGS. 20A-20C, the flag information indicating whether the illumination compensation is performed can hierarchically be classified. For example, as can be seen from FIGS. 20A-20C, �seq_IC_flag� information 311 is assigned to a sequence level, �view_IC_flag� information 312 is assigned to a view level, �GOP_IC_flag� information 313 is assigned to a GOP level, �pic_IC_flag� information 314 is assigned to a picture level, �slice_IC_flag� information 315 is assigned to a slice level, �mb_IC_flag� information 316 is assigned to a macroblock level, and �blk_IC_flag� information 317 is assigned to a block level.
In this case, each flag is composed of 1 bit. The number of the above-mentioned flags may be set to at least one. The above-mentioned sequence/view/picture/slice-level flags may be located at a corresponding parameter set or header, or may also be located another parameter set. For example, the �seq_IC_flag� information 311 may be located at a sequence parameter set, the �view_IC_flag� information 312 may be located at the view parameter set, the �pic_IC_flag� information 314 may be located at the picture parameter set, and the �slice_IC_flag� information 315 may be located at the slice header.
If two or more flags exist, specific information indicating whether the illumination compensation of an upper level is performed may control whether the illumination compensation of a lower level is performed. In other words, if each flag bit value is set to �1�, the illumination compensation technology may be applied to a lower level.
For example, if the �pic_IC_flag� information is set to �1�, the �slice_IC_flag� information of each slice contained in a corresponding picture may be set to �1� or �0�, the �mb_IC_flag� information of each macroblock may be set to �1� or �0�, or the �blk_IC_flag� information of each block may be set to �1� or �0�. If the �seq_IC_flag� information is set to �1� on the condition that a view parameter set exists, the �view_IC_flag� value of each view may be set to �1� or �0�. Otherwise, if the �view_IC_flag� information is set to �1�, a flag bit value of GOP, picture, slice, macroblock, or block of a corresponding view may be set to �1� or �0�, as shown in FIG. 20A. Needless to say, the above-mentioned flag bit value of GOP, picture, slice, macroblock, or block of the corresponding view may not be set to �1� or �0� as necessary. If the above-mentioned flag bit value of GOP, picture, slice, macroblock, or block of the corresponding view may not be set to �1� or �0�, this indicates that the GOP flag, the picture flag, the slice flag, the macroblock flag, or the block flag is not controlled by the view flag information, as shown in FIG. 20B.
If the flag bit value of an upper scope is set to �0�, the flag bit values of a lower scope are automatically set to �0�. For example, if the �seq_IC_flag� information is set to �0�, this indicates that the illumination compensation technology is not applied to a corresponding sequence. Therefore, the �view_IC_flag� information is set to �0�, the �GOP_IC_flag� information is set to �0�, the �pic_IC_flag� information is set to �0�, the �slice_IC_flag� information is set to �0�, the �mb_IC_flag� information is set to �0�, and the �blk_IC_flag� information is set to �0�. If required, only one mb_IC_flag� information or only one �blk_IC_flag� information may be employed according to a specific implementation methods of the illumination compensation technology. If required, the �view_IC_flag� information may be employed when the view parameter set is newly applied to the multiview video coding. The offset value of the current block may be additionally encoded/decoded according to a flag bit value of the macroblock or sub-block acting as the lowest-level unit.
As can be seen from FIG. 20C, the flag indicating the IC technique application may also be applied to both the slice level and macroblock level. For example, if the �slice_IC_flag� information is set to �0�, this indicates that the IC technique is not applied to a corresponding slice. If the �slice_IC_flag� information is set to �1�, this indicates that the IC technique is applied to a corresponding slice. In this case, if the �mb_IC_flag� information is set to �1�, �IC_offset� information of a corresponding macroblock is reconstructed. If the �mb_IC_flag� information is set to �0�, this indicates that the IC technique is not applied to a corresponding macroblock.
According to another example, if the flag information of an upper level higher than the macroblock level is determined to be �true�, the system can obtain an offset value of a current block indicating a difference in average pixel value between the current block and the reference block. In this case, the flag information of the macroblock level or the flag information of the block level may not be employed as necessary. The illumination compensation technique can indicate whether the illumination compensation of each block is performed using the flag information. The illumination compensation technique may also indicate whether the illumination compensation of each block is performed using a specific value such as a motion vector. The above-mentioned example can also be applied to a variety of applications of the illumination compensation technique. In association with the upper scope (i.e., sequence, view, GOP, and picture), the above-mentioned example can indicate whether the illumination compensation of a lower scope is performed using the flag information. The macroblock or block level acting as the lowest scope can effectively indicate whether the illumination compensation is performed using the offset value without using the flag bit. Similar to the method for use of the motion vector, the predictive coding process can be performed. For example, if the predictive coding process is applied to the current block, the offset value of the neighboring block is assigned to an offset value of the current block. If the predictive coding scheme is determined to be the bi-predictive coding scheme, offset values of individual reference blocks are obtained by the calculation of the reference blocks detected from List 0 and List 1. Therefore, in the case of encoding the offset values of the current block, the offset value of each reference is not directly encoded by the offset values of the neighboring blocks, and a residual value is encoded/decoded. The method for predicting the offset value may be determined to be the above-mentioned offset prediction method or a method for obtaining a median value used for predicting the motion vector. In the case of a direct mode of a bi-directional prediction, supplementary information is not encoded/decoded using the same method as in the motion vector, and the offset values can be obtained by predetermined information.
According to another example, a decoding unit (e.g., H.264-based decoding unit) is used instead of the MVC decoding unit. A view sequence compatible with a conventional decoding unit should be decoded by the conventional decoding unit, such that the �view_IC_flag� information is set to �false� or �0�. In this case, there is a need to explain the base-view concept. It should be noted that a single view sequence compatible with the H.264/AVC decoder may be required. Therefore, at least one view, which can be independently decoded, is defined and referred to as a base view. The base view is indicative of a reference view from among several views (i.e., the multiview). A sequence corresponding to the base view in the MVC scheme is encoded by general video encoding schemes (e.g., MPEG-2, MPEG-4, H.263, and H.264, etc.), such that it is generated in the form of an independent bitstream. The above-mentioned base-view sequence can be compatible with the H.264/AVC scheme, or cannot be compatible with the same. However, the view sequence compatible with the H.264/AVC scheme is always set to the base view.
Referring to FIG. 21, the system can obtain an offset value of the current block at step S321. The system searches for a reference block optimally matched with the current block using the offset value at step S322. The system obtains the motion vector from the reference block, and encodes the motion vector at step S323. For the illumination compensation, a variety of factors are considered during the motion estimation. For example, in the case of a method for comparing a first block with a second block by offsetting average pixel values of the first and second blocks, average pixel values of the two blocks are deducted from pixel values of each block during the motion estimation, such that the similarity between the two blocks can be calculated. In this case, the offset value between the two blocks is independently encoded, such that the costs for the independent encoding are reflected in the motion estimation process. The conventional costs can be calculated by the following equation 23:
COST=SAD+λMOTION �GenBit [Equation 23]
In the case of using the illumination compensation, the SAD (Sum of Absolute Differences) can be represented by the following equation 24:
SAD = ∑ ij ⁢  ( I c ⁡ ( m , n ) - M c ) - ( I r ⁡ ( m , n ) - M r )  [ Equation ⁢ ⁢ 24 ] In equation 24, Ic is indicative of a pixel value of the current block, and Ir is indicative of a pixel value of the reference block. Mc is indicative of an average pixel value of the current block, and Mr is indicative of an average pixel value of the reference block. The offset costs can be included in the above-mentioned SAD calculation process, as denoted by the following equations 25 and 26:
COSTIC=SADIC+λMOTION �GenBit [Equation 25]SADIC=α|offset−offset� pred|+Σ|(I c(m,n)−M c)−(I r(m,n)−M r)| [Equation 26]
With reference to Equations 25 and 26, α is indicative of a weighted coefficient. If the value of α is set to �1�, the absolute value of the offset value is reflected. For another method for reflecting the illumination compensation cost, there is a method for reflecting the illumination compensation cost by predicting the number of bits required for encoding the offset value. The following equation 27 represents a method for predicting the offset coding bit. In this case, the coding bit can be predicted in proportion to the magnitude of an offset residual value.
GenBitIC =GenBit+BitIC [Equation 27]
In this case, a new cost can be calculated by the following equation 28:
Cost=SAD+λMOTION �GenBitIC [Equation 28]
Patent CitationsCited PatentFiling datePublication dateApplicantTitleUS6055012Dec 27, 1996Apr 25, 2000Lucent Technologies Inc.Digital multi-view video compression with complexity and compatibility constraintsUS6999513Sep 17, 2002Feb 14, 2006Korea Electronics Technology InstituteApparatus for encoding a multi-view moving pictureUS7286689Jun 7, 2003Oct 23, 2007Hewlett-Packard Development Company, L.P.Motion estimation for compression of calibrated multi-view image sequencesUS7444664Aug 19, 2004Oct 28, 2008Microsoft Corp.Multi-view video formatUS7613344Nov 11, 2004Nov 3, 2009Electronics And Telecommunications Research InstituteSystem and method for encoding and decoding an image using bitstream map and recording medium thereofUS7671893Jul 27, 2004Mar 2, 2010Microsoft Corp.System and method for interactive multi-view videoUS7710462Nov 30, 2005May 4, 2010Mitsubishi Electric Research Laboratories, Inc.Method for randomly accessing multiview videosUS7728878Jul 12, 2006Jun 1, 2010Mitsubishi Electric Research Labortories, Inc.Method and system for processing multiview videos for view synthesis using side informationUS7817865 *Jan 12, 2007Oct 19, 2010Lg Electronics Inc.Processing multiview videoUS7817866 *Jan 12, 2007Oct 19, 2010Lg Electronics Inc.Processing multiview videoUS7831102 *Jan 12, 2007Nov 9, 2010Lg Electronics Inc.Processing multiview videoUS7856148 *Jan 12, 2007Dec 21, 2010Lg Electronics Inc.Processing multiview videoUS7970221Aug 21, 2009Jun 28, 2011Lg Electronics Inc.Processing multiview videoUS20030202592Sep 17, 2002Oct 30, 2003Sohn Kwang HoonApparatus for encoding a multi-view moving pictureUS20040247159Jun 7, 2003Dec 9, 2004Niranjan Damera-VenkataMotion estimation for compression of calibrated multi-view image sequencesUS20060132610Dec 17, 2004Jun 22, 2006Jun XinMultiview video decomposition and encodingUS20060133493Jan 22, 2003Jun 22, 2006Suk-Hee ChoMethod and apparatus for encoding and decoding stereoscopic videoUS20060133501Nov 30, 2005Jun 22, 2006Yung-Lyul LeeMotion estimation and compensation method and device adaptive to change in illuminationUS20060146141Nov 30, 2005Jul 6, 2006Jun XinMethod for randomly accessing multiview videosUS20060146143Nov 30, 2005Jul 6, 2006Jun XinMethod and system for managing reference pictures in multiview videosUS20070064800 *Sep 22, 2006Mar 22, 2007Samsung Electronics Co., Ltd.Method of estimating disparity vector, and method and apparatus for encoding and decoding multi-view moving picture using the disparity vector estimation methodUS20070071107 *Sep 29, 2006Mar 29, 2007Samsung Electronics Co., Ltd.Method of estimating disparity vector using camera parameters, apparatus for encoding and decoding multi-view picture using the disparity vector estimation method, and computer-readable recording medium storing a program for executing the methodUS20090168874 *Jan 8, 2007Jul 2, 2009Yeping SuMethods and Apparatus for Multi-View Video CodingUS20090257669 *Oct 11, 2007Oct 15, 2009Jae Hoon KimLocal illumination and color compensation without explicit signalingUS20100118942 *Jun 24, 2008May 13, 2010Thomson LicensingMethods and apparatus at an encoder and decoder for supporting single loop decoding of multi-view coded videoUS20100135388 *Jun 24, 2008Jun 3, 2010Thomson Licensing A CorporationSINGLE LOOP DECODING OF MULTI-VIEW CODED VIDEO ( amendedUS20100165077 *Oct 17, 2006Jul 1, 2010Peng YinMulti-View Video Coding Using Scalable Video CodingUS20100215100 *Mar 30, 2007Aug 26, 2010Byeong Moon JeonMethod and Apparatus for Decoding/Encoding a Video SignalCN1545808AJun 11, 2003Nov 10, 2004索尼株式会社Decoding device and decoding methodCN101375594AJan 12, 2007Feb 25, 2009Lg电子株式会社Processing multiview videoEP1418762A1May 16, 2003May 12, 2004Matsushita Electric Industrial Co., Ltd.Moving image encoding method, moving image decoding method, and data recording mediumEP1515550A1Jun 11, 2003Mar 16, 2005Sony CorporationDecoding apparatus and decoding methodKR100375708B1 Title not availableKR100679740B1 Title not availableKR20020032954A Title not availableKR20040013540A Title not availableKR20050122717A Title not availableWO2005018217A2Aug 2, 2004Feb 24, 2005Sony Electronics IncSemantics-based motion estimation for multi-view video codingWO2005069630A1Jan 20, 2005Jul 28, 2005Daeyang FoundationMethod, medium, and apparatus for 3-dimensional encoding and/or decoding of videoWO2006014057A1Jul 29, 2005Feb 9, 2006Daeyang FoundationMethod, medium, and apparatus predicting direct mode motion of a multi-angle moving pictureWO2006062377A1Dec 9, 2005Jun 15, 2006Ute Electronics And Telecomm RApparatus for universal coding for multi-view video* Cited by examinerNon-Patent CitationsReference1"Advanced video coding for generic audiovisual services; H.264 (05/03)," ITU-T Standard Superseded(s), International Telecommunication Union, Geneva, CH, No. H.264 (05/03), May 30, 2003, pp. 110-123.2"Description of Core Experiments in MVC." International Organisation for Standardisation, ISO/IEC JTC1/SC29/WG11, No. MPEG2006/W8019, Montreux, Switzerland, Apr. 2006, 38 pages.3A. Smolic, K. M�ller, P. Merkle. C. Fehn, P. Kauff. P. Eisert, and T. Wiegand, "3D Video and Free Viewpoint Video-Technologies, Applications and MPEG Standards", In Proceedings of International Conference on Multimedia & Expo, pp. 2161-2164, Jul. 2006.4A. Smolic, K. M�ller, P. Merkle. C. Fehn, P. Kauff. P. Eisert, and T. Wiegand, "3D Video and Free Viewpoint Video�Technologies, Applications and MPEG Standards", In Proceedings of International Conference on Multimedia & Expo, pp. 2161-2164, Jul. 2006.5Examination Report, European Patent Office, EP Application No. 07 768 721.8, dated Jan. 20, 2011, 7 pages.6Hangzhou: "wftp3.itu.int-/av-arch/jvt-site/2006-10-Hangzhou/" Internet Citation, pp. 1-2, XP007916683, Retrieved from the Internet: URL: http://wftp.3.itu.int/av-arch/jvtsite/2006-10-Hangzhou/ [retrieved on Jan. 11, 2011].7Hangzhou: "wftp3.itu.int-/av-arch/jvt-site/2006�10�Hangzhou/" Internet Citation, pp. 1-2, XP007916683, Retrieved from the Internet: URL: http://wftp.3.itu.int/av-arch/jvtsite/2006�10�Hangzhou/ [retrieved on Jan. 11, 2011].8Hideaki Kimata, Masaki Kitahara, Kazuto Kamikura, and Yoshiyuki Yashima, "Free-viewpoint Video Communication Using Multi-view Video Coding", NTT Technical Review Online, Aug. 2004 vol. 2 No. 8, 3-D Display and Information Technologies.9ISO/IEC JTC1/SC29/WG11, "Survey of Algorithms used for Multi-view Video Coding (MVC)", Doc. N6909, Hong Kong, China, Jan. 2005.10Joaquin Lopez, Jae Hoon Kim, Antonio Ortega, and George Chen, "Block-based Illumination Compensation and Search Techniques for Multiview Video Coding," Picture Coding Symposium, San Francisco, CA, Dec. 2004.11Kim, Jae Hoon et al., "Dependent Bit Allocation in Multiview Video Coding." IEEE International Conference on Genova, Italy, Sep. 11-14, 2005, Piscataway, NJ, USA, vol. 2, Sep. 11, 2005, pp. 293-296.12Kim, Yongtae et al., "Fast Disparity and Motion Estimation for Multi-view Video Coding." IEEE Transactions on Consumer Electronics, vol. 53, No. 2, May 2007, pp. 712-719.13Kimata, H. Kitahara, M. Kamikura, K. Yashima, Y., "Hierarchical reference picture selection method for temporal scalability beyond H.264" In Proceedings of International Conference on Multimedia & Expo, pp. 181-184, Jun. 2004.14Koo, Han-Suh et al., "AHG Report: MVC motion/disparity vector coding." Joint Video Team (JVT) of ISO/IEC MPEG & ITU-T VCEG (ISO/IEC JTC1/SC29/WG11 and ITU-T SG16 Q.6), 23rd Meeting: San Jose, California, USA, Apr. 21-27, 2007, Document: JVT-W012, 4 pages.15Koo, Han-Suh et al., "CE11: MVC Motion Skip Mode." Joint Video Team (JVT) of ISO/IEC MPEG & ITU-T SG16 Q.6), 22nd Meeting: Marrakech, Morocco, Jan. 13-19, 2007, Document: JVT-V069.16Koo, Han-Suh et al., "Core Experiment on Disparity and Motion Vector Coding (CE11)." Joint Video Team (JVT) of ISO/IEC MPEG & ITU-T VCEG (ISO/IEC JTC1/SC29/WG11 and ITU-T SG16 Q.6), 21st Meeting: Hangzhou, China, Oct. 20-27, 2006, Document: JVT-U311, 3 pages.17Koo, Han-Suh et al., "Motion Skip Mode for MVC." Joint Video Team (JVT) of ISO/IEC MPEG & ITU-T VCEG (ISO/IEC JTC1/SC29/WG11 and ITU-T SG16 Q.6), 21st Meeting: Hangzhou, China, Oct. 23-27, 2006, Document: JVT-U091-L, 7 pages.18Koo, Han-Suh et al., "MVC Motion Skip Mode." Joint Video Team (JVT) of ISO/IEC MPEG & ITU-T VCEG (ISO/IEC JTC1/SC29/WG11 and ITU-T SG16 Q.6), 23rd Meeting: San Jose, California, USA, Apr. 21-27, 2007, Document: JVT-W081, 13 pages.19Lee, Sang-Heon et al., "Inter-view motion information prediction method in MVC," Joint Video Team (JVT) of ISO/IEC MPEG & ITU-T VCEG (ISO/IEC JTC1/SC29/WG11 and ITU-T SG16 Q.6) 20th Meeting: Klagenfurt, Austria, Jul. 15-21, 2006, Document: JVT-T135, Filename: JVT-T135.doc, 13 pages.20Lee, Yung-Lyul et al., "Multi-view Video Coding Using Illumination Change-Adaptive Motion Estimation and 2-D Direct Mode." PCM 2005, Part I, LNCS 3767, Jan. 1, 2005, Springer-Verlag Berlin Heidelberg, Germany, 2005, pp. 396-407.21Lee, Yung-Lyul et al., "Result of CE2 on Multi-view Video Coding." International Organization for Standardization, ISO/IEC JTC1/SC29/WG11, MPEG2006/M13143, Jan. 2006, Switzerland, Montreux, pp. 1-12.22Lee, Yung-Lyul et al., "Result of CE2 on Multi-view Video Coding." International Organization for Standardization, ISO/IEC JTC1/SC29/WG11, MPEG2006/M13498, Jul. 2006, Klagenfurt, Austria, pp. 1-23.23Li, Shiping et al., "Approaches to H.264-Based Stereoscopic Coding." Proceedings of the Third International Conference on Image and Graphics (ICIG'04), Dec. 18-20, 2004, Dec. 18, 2004, pp. 365-368.24Merkle, P. Muller, K. Smolic, A. Wiegand, T., "Efficient Compression of Multi-View Video Exploiting Inter-View Dependencies Based on H.264/MPEG4-AVC", In Proceedings of International Conference on Multimedia & Expo, pp. 2161-2164, Jul. 2006.25Non-final Office Action in U.S. Appl. No. 11/622,803, dated Oct. 21, 2010, 24 pages.26Non-final Office Action issued in U.S. Appl. No. 11/622,675 dated Oct. 13, 2011, 8 pages.27Non-final Office Action issued in U.S. Appl. No. 11/622,675, mailed May 25, 2011, 9 pages.28Non-final Office Action issued in U.S. Appl. No. 11/622,681, mailed Jun. 20, 2011, 9 pages.29Notice of Allowance issued in U.S. Appl. No. 11/622,611, dated Apr. 30, 2010, 8 pages.30Ohm, Jens-Rainer, "Stereo/Multiview Video Encoding Using the MPEG Family of Standards." Part of the IS&T/SPIE Conference on Stereoscopic Displays and Applications X, San Jose, California, Jan. 1998, SPIE vol. 3639, pp. 242-253.31P. Kauff, A. Smolic, P. Eisert, C. Fehn, K. M�ller, and R. Sch�fer "Data Format and Coding for Free Viewpoint Video," Proc. International Broadcast Convention IBC 2005, Amsterdam, Netherlands, pp. , Sep. 2005.32Sang Hyun Kim and Rae-Hong Park, "Fast local motion-compensation algorithm for video sequences with brightness variations", IEEE Transactions on Circuits and Systems for Video Technology, Publication Date: Apr. 2003, vol. 13, Issue: 4, pp. 289-299.33Search Report issued in EP application No. 07 768 721.8, dated Sep. 3, 2010, 5 pages.34Senoh, Taka et al., "Disparity Vector Prediction CE Plan for MVC/CE4." International Organisation for Standardisation, ISO/IEC JTC1/SC29/WG11, No. M13166, Montreux, Switzerland, Apr. 2006, 6 pages.35Smolic, A. and Kauff, P., "Interactive 3-D video representation and coding technologies" Proceedings of the IEEE, Publication Date: Jan. 2005, vol. 93, Issue: 1, pp. 98-110.36Smolic, A.; Kimata, H.; Vetro, A., "Developments of MPEG Standards for 3D and Free Viewpoint Video", SPIE Conference Optics East 2005: Communications, Multimedia & Display Technologies, vol. 6014, pp. 262-273, Nov. 2005.37Song, Hak-Sup et al., "Macroblock Information Skip for MVC." Joint Video Team (JVT) of ISO/IEC MPEG & ITU-T VCEG (ISO/IEC JTC1/SC29/WG11 and ITU-T SG16 Q.6), 22nd Meeting: Marrakech, Morocco, Jan. 13-19, 2007, Document: JVT-V052r1, 7 pages.38Supplementary European Search Report issued in application No. EP07700952, dated May 18, 2010, 9 pages.39Supplementary European Search Report issued in application No. EP07700955, dated May 18, 2010, 10 pages.40Supplementary European Search Report issued in European Application No. EP 07768721, mailed Feb. 2, 2010, 3 pages.41Taiwanese Search Report, Taiwan Advance Patent & Trademark Office, issued in application No. 096125507, dated Nov. 1, 2010, 2 pages.42Wenxian Yang; Feng Wu; Yan Lu; Jianfei Cai; King Ngi Ngan Shipeng Li, "Scalable multiview video coding using wavelet" Nanyang Technol. Univ., Singapore; IEEE International Symposium on Circuits and Systems, May 2005.43Zhu, Gang et al., "Inter-view Direct Mode in MVC." International Organisation for Standardisation, ISO/IEC JTC1/SC29/WG11, No. MPEG2006/m13177, Montreux, Switzerland, Apr. 2006, 5 pages.Referenced byCiting PatentFiling datePublication dateApplicantTitleUS8532411 *Feb 5, 2010Sep 10, 2013Nippon Telegraph And Telephone CorporationMulti-view image coding method, multi-view image decoding method, multi-view image coding device, multi-view image decoding device, multi-view image coding program, and multi-view image decoding programUS8548228 *Feb 23, 2010Oct 1, 2013Nippon Telegraph And Telephone CorporationMulti-view image coding method, multi-view image decoding method, multi-view image coding device, multi-view image decoding device, multi-view image coding program, and multi-view image decoding programUS8687910 *Jun 18, 2010Apr 1, 2014Samsung Electronics Co., Ltd.Image filtering method using pseudo-random number filter and apparatus thereofUS20110081131 *Mar 25, 2010Apr 7, 2011Sony CorporationRecording device, recording method, playback device, playback method, recording medium, and programUS20110286678 *Feb 5, 2010Nov 24, 2011Shinya ShimizuMulti-view image coding method, multi-view image decoding method, multi-view image coding device, multi-view image decoding device, multi-view image coding program, and multi-view image decoding programUS20120027291 *Feb 23, 2010Feb 2, 2012National University Corporation Nagoya UniversityMulti-view image coding method, multi-view image decoding method, multi-view image coding device, multi-view image decoding device, multi-view image coding program, and multi-view image decoding programUS20120141041 *Jun 18, 2010Jun 7, 2012Samsung Electronics Co., Ltd.Image filtering method using pseudo-random number filter and apparatus thereofUS20120213282 *Feb 21, 2012Aug 23, 2012Samsung Electronics Co., Ltd.Method and apparatus for encoding and decoding multi-view video* Cited by examinerClassifications U.S. Classification348/43, 382/233, 348/70, 382/232International ClassificationH04N13/00Cooperative ClassificationH04N19/00024, H04N19/00018, H04N19/00545, H04N19/00533, H04N19/00278, H04N19/00139, H04N19/00351, H04N19/00175, H04N19/00321, H04N19/00884, H04N19/00587, H04N19/00781, H04N19/00721, H04N19/00424, H04N19/00769, H04N19/00375European ClassificationH04N7/26A4B, H04N7/26Y, H04N7/26A10L, H04N7/50, H04N7/26A6D, H04N7/26A10S, H04N7/26A8B, H04N7/26A4C, H04N7/26E2, H04N7/26A8Y, H04N7/26D, H04N7/46E, H04N7/36C, H04N7/26A6C, H04N19/00P5, H04N19/00A4P1Legal EventsDateCodeEventDescriptionJul 17, 2007ASAssignmentOwner name: LG ELECTRONICS INC., KOREA, REPUBLIC OFFree format text: ASSIGNMENT OF ASSIGNORS INTEREST;ASSIGNOR:YANG, JEONG HYU;REEL/FRAME:019567/0975Effective date: 20070625RotateOriginal ImageGoogle Home - Sitemap - USPTO Bulk Downloads - Privacy Policy - Terms of Service - About Google Patents - Send FeedbackData provided by IFI CLAIMS Patent Services©2012 Google