Patent Publication Number: US-8532175-B2

Title: Methods and apparatus for reducing coding artifacts for illumination compensation and/or color compensation in multi-view coded video

Description:
CROSS-REFERENCE TO RELATED APPLICATIONS 
     This application claims the benefit, under 35 U.S.C. §365 of International Application PCT/US2008/000083, filed Jan. 4, 2008 which was published in accordance with PCT Article 21(2) on Jul. 17, 2008 in English and which claims the benefit of U.S. provisional patent application No. 60/883,466 filed Jan. 4, 2007. 
    
    
     TECHNICAL FIELD 
     The present principles relate generally to video decoding and, more particularly, to methods and apparatus for reducing coding artifacts for illumination compensation and/or color compensation in multi-view coded video. 
     BACKGROUND 
     In a practical scenario, multi-view video systems involving a large number of cameras might be built using heterogeneous cameras, or cameras that have not been perfectly calibrated. This leads to differences in luminance and chrominance when the same parts of a scene are viewed with different cameras. Moreover, camera distance and positioning also affects illumination, in the sense that the same surface may reflect the light differently when perceived from different angles. Under these scenarios, luminance and chrominance differences will decrease the efficiency of cross-view prediction. 
     Illumination compensation (IC) is a coding technique to compensate for illumination/color differences in coding multi-view materials. Compared to the International Organization for Standardization/International Electrotechnical Commission (ISO/IEC) Moving Picture Experts Group-4 (MPEG-4) Part 10 Advanced Video Coding (AVC) standard/International Telecommunication Union, Telecommunication Sector (ITU-T) H.264 recommendation (hereinafter the “MPEG-4 AVC standard”), illumination compensation employs predictive coding for the direct current (DC) component of Inter prediction residues. The predictor for illumination change is formed from neighboring blocks to explore the strong spatial correlation of illumination differences. 
     The local ICA (Illumination change-adaptive) MC (motion compensation) method aims to compensate local illumination changes between pictures in multi-view sequences. 
     Illumination change-adaptive motion compensation is enabled for the following macroblock modes in the multi-view video coding extension of the MPEG-4 AVC Standard: Inter 16×16 mode; Direct 16×16 mode (including B_Skip); and P_Skip mode. 
     If mb_ic_flag is equal to zero for the current macroblock (MB), then illumination change-adaptive motion compensation is not performed, i.e., the conventional decoding process is performed. Otherwise, the differential pulse code modulation (DPCM) value of the differential value of illumination compensation (DVIC), namely dpcm_of_dvic, is used, and the proposed illumination change-adaptive motion compensation is performed as follows:
 
DVIC=dpcm_of_dvic+ pred   DVIC  
 
 f ′( i,j )={ MR   —   R ″( x′,y′,i,j )+ r ( i+x′,j+y′ )}+DVIC
 
where f′(i,j) represents the reconstructed partition before deblocking filtering, r(i,j) represents the reference frame, and MR_R″(i,j) represents the reconstructed residual signal. The predictor pred DVIC  is obtained from the neighboring blocks by using the prediction process which is defined in the MPEG-4 AVC Standard. When illumination compensation is used in bi-predictive coding, there is only one dpcm_of_dvic signaled, and the reconstructed differential value of illumination compensation value is added to the prediction signal. This is equivalent to using two identical values for the differential value of illumination compensation for forward and backward prediction signals.
 
     For illumination change-adaptive motion compensation, illumination compensation can be used for both Skip and Direct modes. 
     For P skip mode, both mb_ic_flag and dpcm_of_dvic are derived from neighboring Macroblocks. The syntax mb_ic_flag is set to one if illumination compensation is enabled for either the upper macroblock or the left macroblock. The average value of the differential value of illumination compensation from the upper and left macroblocks is used as an illumination compensation parameter of the current macroblock if both neighboring macroblocks use illumination compensation. If only one neighboring macroblock uses illumination compensation, the differential value of illumination compensation of that macroblock is used for the current macroblock. 
     For Direct — 16×16 and B_Skip mode for B_SLICE, both mb_ic flag and dpcm_of_dvic are present in the bitstream. 
     The prediction process of differential value of illumination compensation will now be described. 
     Differential value of illumination compensation refers to the local illumination change in each macroblock. The differential pulse code modulation of differential value of illumination compensation, namely dpcm_of_dvic, is written to the bitstream using the predictor (pred DVIC ) obtained from the differential value of illumination compensation of the neighboring macroblocks as shown in  FIG. 3 . Turning to  FIG. 3 , an exemplary layout of block showing the neighboring blocks used for the prediction of the current differential value of illumination compensation (DVIC) is indicated generally by the reference numeral  300 . In  FIG. 3 , the current macroblock to be encoded is indicated by the reference numeral  310 , and the neighboring macroblocks used to predict the current macroblock  310  are indicated by the reference numeral  305 . 
     The pred DVIC  is obtained by performing the following steps: 
     (1) If the above macroblock “A” of the current macroblock was encoded using macroblock-based illumination change-adaptive motion compensation and its reference index is equal to a reference index of the current macroblock, then pred DVIC  is set to the differential value of illumination compensation of macroblock “A” and the process is finalized. Otherwise, go to next step. 
     (2) If the left macroblock “B” of the current macroblock was encoded using macroblock-based illumination change-adaptive motion compensation and its reference index is equal to a reference index of the current macroblock, then pred DVIC  is set to the differential value of illumination compensation of macroblock “B” and the process is finalized. Otherwise, go to the next step. 
     (3) If the right-above macroblock “C” of the current macroblock was encoded using macroblock-based illumination change-adaptive motion compensation and its reference index is equal to a reference index of the current macroblock, then pred DVIC  is set to the differential value of illumination compensation of macroblock “C” and the process is finalized. Otherwise, go to the next step. 
     (4) If the left-above macroblock “D” of the current macroblock was encoded using macroblock-based illumination change-adaptive motion compensation and its reference index is equal to a reference index of the current macroblock, then pred DVIC  is set to the differential value of illumination compensation of macroblock “D” and the process is finalized. Otherwise, go to the next step. 
     (5) If the neighboring macroblocks “A”, “B”, and “C” were encoded using macroblock-based illumination change-adaptive motion compensation, then these three DVICs are median-filtered. pred DVIC  is set to the result of median-filtering and the process is finalized. Otherwise, go to the next step. 
     (6) pred DVIC  is set to zero and the process is finalized. 
     By using this process, the number of bits for differential value of illumination compensation can be reduced, and then the differential pulse code modulation value of the current differential value of illumination compensation is encoded by the entropy coder. This process shall be performed to reconstruct the differential value of illumination compensation at the decoder. 
     Since illumination compensation is done on a macroblock basis and only on 16×16 macroblocks, it is observed that it introduces several block artifacts. 
     The conventional approaches to mitigate coding artifacts were not designed for the specific type of artifact caused by illumination compensation and, thus, cannot fully suppress such artifacts. Since illumination compensation is a coding tool newly introduced in multi-view video coding, no solution have yet been proposed specifically addressing coding artifacts caused by illumination compensation. 
     SUMMARY 
     These and other drawbacks and disadvantages of the prior art are addressed by the present principles, which are directed to methods and apparatus for reducing coding artifacts for illumination compensation and/or color compensation in multi-view coded video. 
     According to an aspect of the present principles, there is provided an apparatus. The apparatus includes an encoder for encoding at least one block in at least one picture for at least one view of multi-view video content. The encoder has a deblocking filter for performing adaptive deblocking filtering on the at least one block responsive to an indication of at least one of illumination compensation and color compensation being used for the at least one block. 
     According to another aspect of the present principles, there is provided a method. The method includes encoding at least one block in at least one picture for at least one view of multi-view video content. The encoding step includes performing adaptive deblocking filtering on the at least one block responsive to an indication of at least one of illumination compensation and color compensation being used for the at least one block. 
     According to yet another aspect of the present principles, there is provided an apparatus. The apparatus includes a decoder for decoding at least one block in at least one picture for at least one view of multi-view video content. The decoder has a deblocking filter for performing adaptive deblocking filtering on the at least one block responsive to an indication of at least one of illumination compensation and color compensation being used for the at least one block. 
     According to still another aspect of the present principles, there is provided a method. The method includes the step of decoding at least one block in at least one picture for at least one view of multi-view video content. The decoding step includes performing adaptive deblocking filtering on the at least one block responsive to an indication of at least one of illumination compensation and color compensation being used for the at least one block. 
     These and other aspects, features and advantages of the present principles will become apparent from the following detailed description of exemplary embodiments, which is to be read in connection with the accompanying drawings. 
    
    
     
       BRIEF DESCRIPTION OF THE DRAWINGS 
       The present principles may be better understood in accordance with the following exemplary figures, in which: 
         FIG. 1  is a block diagram for an exemplary video encoder having reduced coding artifacts for illumination compensation and/or color compensation to which the present principles may be applied, in accordance with an embodiment of the present principles; 
         FIG. 2  is a block diagram for an exemplary video decoder having reduced coding artifacts for illumination compensation and/or color compensation to which the present principles may be applied, in accordance with an embodiment of the present principles; 
         FIG. 3  is a diagram for an exemplary layout of block showing the neighboring blocks used for the prediction of the current differential value of illumination compensation (DVIC) to which the present principles may be applied, in accordance with an embodiment of the present principles; 
         FIG. 4  is a flow diagram for an exemplary method for setting the boundary strength for a deblocking filter to reduce artifacts resulting from illumination compensation and/or color compensation, in accordance with an embodiment of the present principles; 
         FIG. 5  is a flow diagram for another exemplary method for setting the boundary strength for a deblocking filter to reduce artifacts resulting from illumination compensation and/or color compensation, in accordance with an embodiment of the present principles; 
         FIG. 6  is a flow diagram for an exemplary method for setting the boundary strength for a deblocking filter to reduce artifacts resulting from illumination compensation and/or color compensation, in accordance with an embodiment of the present principles; 
         FIG. 7  is a flow diagram for an exemplary method for encoding multi-view video content, in accordance with an embodiment of the present principles; and 
         FIG. 8  is a flow diagram for an exemplary method for decoding multi-view video content, in accordance with an embodiment of the present principles. 
     
    
    
     DETAILED DESCRIPTION 
     The present principles are directed to methods and apparatus for reducing coding artifacts for illumination compensation and/or color compensation in multi-view coded video. 
     The present description illustrates the present principles. It will thus be appreciated that those skilled in the art will be able to devise various arrangements that, although not explicitly described or shown herein, embody the present principles and are included within its spirit and scope. 
     All examples and conditional language recited herein are intended for pedagogical purposes to aid the reader in understanding the present principles and the concepts contributed by the inventor(s) to furthering the art, and are to be construed as being without limitation to such specifically recited examples and conditions. 
     Moreover, all statements herein reciting principles, aspects, and embodiments of the present principles, as well as specific examples thereof, are intended to encompass both structural and functional equivalents thereof. Additionally, it is intended that such equivalents include both currently known equivalents as well as equivalents developed in the future, i.e., any elements developed that perform the same function, regardless of structure. 
     Thus, for example, it will be appreciated by those skilled in the art that the block diagrams presented herein represent conceptual views of illustrative circuitry embodying the present principles. Similarly, it will be appreciated that any flow charts, flow diagrams, state transition diagrams, pseudocode, and the like represent various processes which may be substantially represented in computer readable media and so executed by a computer or processor, whether or not such computer or processor is explicitly shown. 
     The functions of the various elements shown in the figures may be provided through the use of dedicated hardware as well as hardware capable of executing software in association with appropriate software. When provided by a processor, the functions may be provided by a single dedicated processor, by a single shared processor, or by a plurality of individual processors, some of which may be shared. Moreover, explicit use of the term “processor” or “controller” should not be construed to refer exclusively to hardware capable of executing software, and may implicitly include, without limitation, digital signal processor (“DSP”) hardware, read-only memory (“ROM”) for storing software, random access memory (“RAM”), and non-volatile storage. 
     Other hardware, conventional and/or custom, may also be included. Similarly, any switches shown in the figures are conceptual only. Their function may be carried out through the operation of program logic, through dedicated, logic, through the interaction of program control and dedicated logic, or even manually, the particular technique being selectable by the implementer as more specifically understood from the context. 
     In the claims hereof, any element expressed as a means for performing a specified function is intended to encompass any way of performing that function including, for example, a) a combination of circuit elements that performs that function or b) software in any form, including, therefore, firmware, microcode or the like, combined with appropriate circuitry for executing that software to perform the function. The present principles as defined by such claims reside in the fact that the functionalities provided by the various recited means are combined and brought together in the manner which the claims call for. It is thus regarded that any means that can provide those functionalities are equivalent to those shown herein. 
     Reference in the specification to “one embodiment” or “an embodiment” of the present principles means that a particular feature, structure, characteristic, and so forth described in connection with the embodiment is included in at least one embodiment of the present principles. Thus, the appearances of the phrase “in one embodiment” or “in an embodiment” appearing in various places throughout the specification are not necessarily all referring to the same embodiment. 
     It is to be appreciated that the use of the term “and/or”, for example, in the case of “A and/or B”, is intended to encompass the selection of the first listed option (A), the selection of the second listed option (B), or the selection of both options (A and B). As a further example, in the case of “A, B, and/or C”, such phrasing is intended to encompass the selection of the first listed option (A), the selection of the second listed option (B), the selection of the third listed option (C), the selection of the first and the second listed options (A and B), the selection of the first and third listed options (A and C), the selection of the second and third listed options (B and C), or the selection of all three options (A and B and C). This may be extended, as readily apparent by one of ordinary skill in this and related arts, for as many items listed. 
     It is to be further appreciated that while one or more embodiments of the present principles are described herein with respect to the multi-view video coding extension of the MPEG-4 AVC standard, the present principles are not limited to solely this standard and extension thereof and, thus, may be utilized with respect to other video coding standards, recommendations, and extensions thereof, that implement multi-view video coding, while maintaining the spirit of the present principles. 
     Moreover, it is to be appreciated that the alpha table index is used to index the alpha table in the MPEG-4 AVC decoding process. The alpha table is used in the filtering of edges with a boundary strength Bs less than 4. 
     Turning to  FIG. 1 , an exemplary video encoder having reduced coding artifacts for illumination compensation and/or color compensation is indicated generally by the reference numeral  100 . 
     The encoder  100  includes a combiner  105  having an output in signal communication with an input of a transformer and quantizer  110 . An output of the transformer and quantizer  110  is connected in signal communication with an input of an entropy coder  115  and an input of an inverse quantizer and inverse transformer  120 . An output of the inverse quantizer and inverse transformer  120  is connected in signal communication with first non-inverting input of a combiner  125 . An output of the combiner  125  is connected in signal communication with an input of a deblocking filter  135  (for deblocking a reconstructed picture). An output of the deblocking filter  135  is connected in signal communication with an input of a reference picture buffer  140 . An output of the reference picture buffer  140  is connected in signal communication with a first input of a differential value of illumination compensation (DVIC) calculator and/or differential value of color compensation (DVCC) calculator  160 . An output of the DVIC calculator and/or DVCC calculator  160  is connected in signal communication with an input of motion estimator and compensator for illumination and/or color  155 , with a first input of a motion compensator  130 , and with a non-inverting input of a combiner  150 . An output of the motion estimator and compensator for illumination and/or color  155  is connected in signal communication with a second input of the motion compensator  130 . An output of the motion compensator  130  is connected in signal communication with a second non-inverting input of the combiner  125  and a non-inverting input of the combiner  105 . 
     An output of a DVIC predictor and/or DVCC predictor  170  is connected in signal communication with an inverting input of the combiner  150 . 
     A non-inverting input of the combiner  105 , a second input of the motion estimator and compensator for illumination and/or color  155 , and a second input of the DVIC calculator and/or DVCC calculator  160  are available as inputs to the encoder  100 , for receiving input video sequences. 
     An output of the entropy coder  115  is available as an output of the encoder  100 , for outputting encoded residual signals. 
     The output of the motion estimator and compensator for illumination and/or color  155  is available as an output of the encoder  100 , for outputting a motion vector(s). 
     An output of the combiner  150  is available as an output of the encoder  100 , for outputting dpcm_of_dvic and/or dpcm_of_dvcc (dpcm of offset). 
     An output of a mode selector  165  is available as an output of the encoder  100 , for outputting mb_ic_flag and/or mb_cc_flag for 16×16 and direct mode. 
     The output of the motion compensator  130  provides a motion compensated prediction. 
     Turning to  FIG. 2 , an exemplary video decoder having reduced coding artifacts for illumination compensation and/or color compensation is indicated generally by the reference numeral  200 . 
     The decoder  200  includes an entropy decoder  205  having an output connected in signal communication with an input of an inverse quantizer and inverse transformer  210 . An output of the inverse quantizer and inverse transformer  210  is connected in signal communication with a first non-inverting input of a combiner  215 . An output of the combiner  215  is connected in signal communication with an input of a deblocking filter  220 . An output of the deblocking filter  220  is connected in signal communication with an input of a reference picture buffer  235 . An output of the reference picture buffer  235  is connected in signal communication with a first input of a motion compensator for illumination and/or color  225 . An output of the motion compensator for illumination and/or color  225  is connected in signal communication with a second non-inverting input of a combiner  215 . 
     An output of a differential value of illumination compensation (DVIC) predictor and/or differential value of color compensation (DVCC) predictor  230  is connected in signal communication with a first non-inverting input of a combiner  270 . 
     An input of the entropy decoder  205  is available as an input of the decoder  200 , for receiving an input video bitstream. 
     A second input of the motion compensator for illumination and/or color  225  is available as an input of the decoder  200 , for receiving a motion vector(s). 
     A third input of the motion compensator for illumination and/or color  225  is available as an input of the decoder  200 , for receiving mb_ic_flag and/or mb_cc_flag. 
     A second non-inverting input of the combiner  270  is available as an input of the decoder  200 , for receiving dpcm_of_dvic and/or dpcm_of_dvcc. 
     As noted above, the present principles are directed to methods and apparatus for reducing coding artifacts for illumination compensation and/or color compensation in multi-view coded video. Embodiments of the present principles reduce the coding artifacts for illumination compensation and/or color compensation using modified deblocking filtering. 
     Deblocking filter is a proven tool to suppress visually unpleasant blocking artifacts. It has also been proven that deblocking filters can increase coding efficiency if used in the prediction loop, for example, as used in the MPEG-4 AVC Standard. The deblocking filter smoothes over the reconstructed pixels near the block boundaries. An effective deblocking filter will need to adjust the filtering strength according to the nature of the signal and the values of certain coding parameters. 
     In accordance with an embodiment of the present principles, we propose to introduce illumination compensation information and/or color compensation information into the design of a deblocking filter for multi-view video coding (MVC). Such information could be used to vary the strength of the deblocking filter, to vary the length of the deblocking filter, and/or to select a different type of filter, and so forth. That is, it is to be appreciated that the present principles are not limited to adaptation of the preceding parameters of a deblocking filter and, given the teachings of the present principles provided herein, one of ordinary skill in this and related arts will contemplate these and various other deblocking filtering parameters that may be adapted in accordance with the present principles, while maintaining the spirit of the present principles. The goal in all cases is to increase the decoded picture quality by reducing the artifacts around block boundaries caused by using illumination compensation and/or color compensation. 
     It is to be appreciated that the deblocking technique applied to the predicted pictures as described herein with respect to an embodiment is not restricted to any particular deblocking process and, thus, any deblocking process may be used in the embodiments of the present principles, while maintaining the spirit of the present principles. Thus, for example, while one or more illustrative embodiments are described herein with respect to the deblocking filtering as described in the MPEG-4 AVC Standard, given the teachings of the present principles provided herein, one of ordinary skill in this and related arts will readily be able to implement other deblocking approaches in accordance with, and maintaining the spirit of, the present principles. 
     The deblocking filter described in the MPEG-4 AVC Standard applies to all edges between 4×4 blocks. Furthermore, for each edge, the deblocking filter has the capability to adapt its strength. The parameter that controls the filter strength is referred as boundary strength (Bs), as illustrated in  FIGS. 4-6 . The value of the boundary strength indicates the likeliness of having visual blockiness on each edge and, hence, the need for a more or less softening filters. Higher values of the boundary strength Bs indicate that a stronger deblocking filtering will be applied. 
     In accordance with an embodiment of the present principles, the boundary strength computation should also take into account the new illumination compensation coding tool in case of encoding multi-view sequences. In  FIGS. 4-6 , a possible boundary strength estimation algorithm is shown, where the strength is adjusted according to one or more of the following coding parameters: illumination compensation mode; edge position; block type; number of coded coefficients; reference frame index; and motion/disparity vector differences. In general, the inter-predicted blocks using illumination compensation and/or color compensation will cause more blockiness if the two neighboring blocks use different illumination compensation offsets and/or color compensation offsets. Thus, assigning higher boundary strength on these edges will provide better filtering results. 
     Several illustrative conditions are described herein regarding the setting the boundary strength Bs. Of course, the present principles are not limited to solely these conditions and other conditions may also be utilized as readily contemplated by one of ordinary skill in this and related arts, given the teachings of the present principles provided herein. 
     In one embodiment, we can change the boundary strength Bs based on whether illumination compensation and/or color compensation is used or not in a macroblock. If any one of the neighboring left or top macroblocks or the current macroblock use illumination compensation and/or color compensation, then we set the boundary strength Bs to 4, which is the strongest filter. This condition is checked only for the left and top macroblock boundary edges and not internal edges. The result is that the blocking artifact has been reduced significantly. 
     In another embodiment, being a variation of the preceding embodiment, the boundary strength is set to 4 for the left macroblock edge only when both the left and the current macroblocks use illumination compensation and/or color compensation and for the top macroblock edge only when both the top and the current macroblocks use illumination compensation and/or color compensation. 
     One disadvantage of setting the boundary strength Bs to 4 is that it may cause considerable blurriness and reduced coding efficiency. To overcome this, instead of setting the boundary strength Bs to 4, we simply increment the boundary strength Bs that is returned by the Bs function by an offset such as 1 if the conditions of illumination compensation and/or color compensation (similar to above) are met. It is to be appreciated that while the preceding example describes setting the boundary strength Bs to 4, such value is for illustrative purposes and, thus, any value between 1 and 4 may be used, while maintaining the spirit of the present principles. 
     Turning to  FIG. 4 , an exemplary method for setting the boundary strength for a deblocking filter to reduce artifacts resulting from illumination compensation and/or color compensation is indicated generally by the reference numeral  400 . 
     The method  400  includes a start block  402  that passes control to a function block  405 . The function block  405  determines the block boundary between block p and block q, and passes control to a decision block  410 . The decision block  410  determines whether or not block p or block q are intra coded or whether the slice type of each is SI or SP. If so (i.e., if any of block p or block q is intra coded or the slice type of each is SI or SP), then control is passed to a function block  415 . Otherwise (i.e., if none of block p or block q is not intra coded or the slice type of each is not SI or SP), control is passed to a decision block  430 . 
     The decision block  415  determines whether or not the block boundary is a macroblock boundary. If so, then control is passed to a function block  420 . Otherwise, control is passed to a function block  425 . 
     The function block  420  sets the boundary strength Bs to 4, and passes control to an end block  499 . 
     The function block  425  sets the boundary strength to 3, and passes control to the end block  499 . 
     The decision block  430  determines whether or not the block boundary is a macroblock boundary. If so, then control is passes to a decision block  435 . Otherwise, control is passed to a decision block  445 . 
     The decision block  435  determines whether or not block p or block q use illumination compensation and/or color compensation. If so, then control is passed to a function block  440 . Otherwise, control is passed to a decision block  445 . 
     The function block  440  sets the boundary strength to 4, and passes control to the end block  499 . 
     The decision block  445  determines whether or not coefficients have been coded in (any of) block p or block q. If so, then control is passed to a function block  450 . Otherwise, control is passed to a decision block  455 . 
     The function block  450  sets the boundary strength to 2, and passes control to the end block  499 . 
     The decision block  455  determines whether or not block p and block q have different reference frames or a different number of reference frames. If so, then control is passed to a function block  470 . Otherwise, control is passed to a decision block  460 . 
     The function block  470  sets the boundary strength to 1, and passes control to the end block  499 . 
     The decision block  460  determines whether or not |V1(p,x)−V1(q,x)|&gt;=1 or |V1(p,y)−V1(q,y)|&gt;=1 or, if bi-predictive, |V2(p,x)−V2(q,x)|&gt;=1 or |V2(p,x)−V2(q,x)|&gt;=1. If so (i.e., if any of the preceding conditions specified in decision block  460  are true), then control is passed to the function block  470 . Otherwise (i.e., if none of the preceding conditions specified in decision block  460  are true), control is passed to a function block  465 . The function block  465  sets the boundary strength equal to zero, and passes control to the end block  499 . 
     Turning to  FIG. 5 , another exemplary method for setting the boundary strength for a deblocking filter to reduce artifacts resulting from illumination compensation and/or color compensation is indicated generally by the reference numeral  500 . 
     The method  500  includes a start block  502  that passes control to a function block  505 . The function block  505  determines the block boundary between block p and block q, and passes control to a decision block  510 . The decision block  510  determines whether or not block p or block q are intra coded or whether the slice type of each is SI or SP. If so (i.e., if any of block p or block q is intra coded or the slice type of each is SI or SP), then control is passed to a function block  515 . Otherwise (i.e., if none of block p or block q is not intra coded or the slice type of each is not SI or SP), control is passed to a decision block  530 . 
     The decision block  515  determines whether or not the block boundary is a macroblock boundary. If so, then control is passed to a function block  520 . Otherwise, control is passed to a function block  525 . 
     The function block  520  sets the boundary strength Bs to 4, and passes control to a decision block  575 . 
     The function block  525  sets the boundary strength to 3, and passes control to an end block  599 . 
     The decision block  530  determines whether or not the block boundary is a macroblock boundary. If so, then control is passes to a decision block  575 . Otherwise, control is passed to a decision block  545 . 
     The decision block  545  determines whether or not coefficients have been coded in (any of) block p or block q. If so, then control is passed to a function block  550 . Otherwise, control is passed to a decision block  555 . 
     The function block  550  sets the boundary strength to 2, and passes control to the decision block  575 . 
     The decision block  555  determines whether or not block p and block q have different reference frames or a different number of reference frames. If so, then control is passed to a function block  570 . Otherwise, control is passed to a decision block  560 . 
     The function block  570  sets the boundary strength to 1, and passes control to the decision block  575 . 
     The decision block  560  determines whether or not |V1(p,x)−V1(q,x)|&gt;=1 or |V1(p,y)−V1(q,y)|&gt;=1 or, if bi-predictive, |V2(p,x)−V2(q,x)|&gt;=1 or |V2(p,x)=V2(q,x)|&gt;=1. If so (i.e., if any of the preceding conditions specified in decision block  560  are true), then control is passed to the function block  570 . Otherwise (i.e., if none of the preceding conditions specified in decision block  560  are true), control is passed to a function block  565 . The function block  565  sets the boundary strength equal to zero, and passes control to the end block  599 . 
     The decision block  575  determines whether or not a macroblock boundary is present. If so, then control is passed to a decision block  580 . Otherwise, control is passed to a function block  590 . 
     The decision block  580  determines whether or not block p or block q use illumination compensation (IC) and/or color compensation. If so, the control is passed to a function block  585 . Otherwise, control is passed to a function block  590 . 
     The function block  585  modifies the boundary strength (e.g., increments the boundary strength by 1), and passes control to the end block  599 . 
     The function block  590  retains the currently set boundary strength, and passes control to the end block  599 . 
     Turning to  FIG. 6 , still another exemplary method for setting the boundary strength for a deblocking filter to reduce artifacts resulting from illumination compensation and/or color compensation is indicated generally by the reference numeral  600 . 
     The method  600  includes a start block  602  that passes control to a function block  605 . The function block  605  determines the block boundary between block p and block q, and passes control to a decision block  610 . The decision block  610  determines whether or not block p or block q are intra coded or whether the slice type of each is SI or SP. If so (i.e., if any of block p or block q is intra coded or the slice type of each is SI or SP), then control is passed to a function block  615 . Otherwise (i.e., if none of block p or block q is not intra coded or the slice type of each is not SI or SP), control is passed to a decision block  630 . 
     The decision block  615  determines whether or not the block boundary is a macroblock boundary. If so, then control is passed to a function block  620 . Otherwise, control is passed to a function block  625 . 
     The function block  620  sets the boundary strength Bs to 4, and passes control to a decision block  675 . 
     The function block  625  sets the boundary strength to 3, and passes control to an end block  699 . 
     The decision block  630  determines whether or not the block boundary is a macroblock boundary. If so, then control is passes to a decision block  675 . Otherwise, control is passed to a decision block  645 . 
     The decision block  645  determines whether or not coefficients have been coded in (any of) block p or block q. If so, then control is passed to a function block  650 . Otherwise, control is passed to a decision block  655 . 
     The function block  650  sets the boundary strength to 2, and passes control to the decision block  675 . 
     The decision block  655  determines whether or not block p and block q have different reference frames or a different number of reference frames. If so, then control is passed to a function block  670 . Otherwise, control is passed to a decision block  660 . 
     The function block  670  sets the boundary strength to 1, and passes control to the decision block  675 . 
     The decision block  660  determines whether or not |V1(p,x)−V1(q,x)|&gt;=1 or |V1(p,y)−V1(q,y)|&gt;=1 or, if bi-predictive, |V2(p,x)−V2(q,x)|&gt;=1 or |V2(p,x)−V2(q,x)|&gt;=1. If so (i.e., if any of the preceding conditions specified in decision block  660  are true), then control is passed to the function block  670 . Otherwise (i.e., if none of the preceding conditions specified in decision block  660  are true), control is passed to a function block  665 . The function block  665  sets the boundary strength equal to zero, and passes control to the end block  699 . 
     The decision block  675  determines whether or not a macroblock boundary is present. If so, then control is passed to a decision block  680 . Otherwise, control is passed to a function block  690 . 
     The decision block  680  determines whether or not block p or block q use illumination compensation (IC) and/or color compensation. If so, the control is passed to a function block  685 . Otherwise, control is passed to a function block  690 . 
     The function block  685  modifies index A with index B values, and passes control to the end block  699 . 
     The function block  690  retains the currently set boundary strength, and passes control to the end block  699 . 
     Turning to  FIG. 7 , an exemplary method for encoding multi-view video content is indicated generally by the reference numeral  700 . 
     The method  700  includes a start block  700  that passes control to a function block  705 . The function block  705  reads an encoder configuration file, and passes control to a function block  715 . The function block  715  sets view_direction, view_level, and view_id to user defined values, and passes control to a function block  720 . The function block  720  sets the view_level, view_id, and view_direction in the Sequence Parameter Set (SPS), Picture Parameter Set (PPS), View Parameter Set (VPS), slice header, and/or NAL unit header, and passes control to a function block  725 . The function block  725  lets the number of views be equal to a variable N, variables i (view number index) and j (picture number index) be equal to zero, and passes control to a decision block  730 . The decision block  730  determines whether or not i is less than N. If so, then control is passed to a function block  735 . Otherwise, control is passed to a function block  470 . 
     The function block  735  determines whether or not j is less than the number of pictures in view i. If so, then control is passed to a function block  740 . Otherwise, control is passed to a function block  790 . 
     The function block  740  starts encoding the current macroblock, and passes control to a function block  745 . The function block  745  chooses the macroblock mode, and passes control to a function block  750 . The function block  750  encodes the current macroblock, and passes control to a decision block  755 . The decision block  455  determines whether or not all macroblocks have been encoded. If so, then control is passed to a function block  760 . Otherwise, control is returned to the function block  740 . 
     The function block  760  increments the variable j, and passes control to a function block  762 . The function block  762  performs deblocking filtering the reconstructed picture, and passes control to a function block  764 . The function block  764  stores the reconstructed picture in the decoded picture buffer (DPB), and passes control to the function block  765 . The function block  765  increments frame_num and Picture Order Count (POC) values, and returns control to the decision block  735 . 
     The decision block  770  determines whether or not to signal the Sequence Parameter Set (SPS), the Picture Parameter Set (PPS), and/or the View Parameter Set (VPS) in-band. If so, the control is passed to a function block  775 . Otherwise, control is passed to a function block  780 . 
     The function block  775  writes the Sequence Parameter Set (SPS), the Picture Parameter Set (PPS), and/or the View Parameter Set (VPS) to a file (in-band), and passes control to a function block  785 . 
     The function block  780  writes the Sequence Parameter Set (SPS), the Picture Parameter Set (PPS), and/or the View Parameter Set (VPS) out-of-band, and passes control to the function block  785 . 
     The function block  785  writes the bitstream to a file or streams the bitstream over a network, and passes control to an end block  799 . 
     The function block  790  increments the variable i, resets the frame_num and Picture Order Count (POC) values, and returns control to the decision block  730 . 
     Turning to  FIG. 8 , an exemplary method for decoding multi-view video content is indicated generally by the reference numeral  800 . 
     The method  800  includes a start block  805  that passes control to a function block  810 . The function block  810  parses the view_id, view_direction, and view_level from the Sequence Parameter Set (SPS), the Picture Parameter Set, the View Parameter Set, the slice header, and/or the NAL unit header, and passes control to a function block  815 . The function block  815  uses view_direction, view_level, and view_id to determine if the current picture needs to be decoded (check dependency), and passes control to a decision block  820 . The decision block  820  determines whether or not the current picture needs decoding. If so, then control is passed to a function block  830 . Otherwise, control is passed to a function block  825 . 
     The function block  825  gets the next picture, and returns control to the function block  810 . 
     The function block  830  parses the slice header, and passes control to a function block  835 . The function block  835  parses the macroblock mode, the motion vector, and ref_idx, and passes control to a function block  840 . The function block  840  decodes the current macroblock, and passes control to a decision block  845 . The decision block  845  determines whether or not all macroblocks have been decoded. If so, the control is passed to a function block  847 . Otherwise, control is returned to the function block  835 . 
     The function block  847  performs deblocking filtering on the reconstructed picture, and passes control to a function block  850 . The function block  850  inserts the current picture in the decoded picture buffer, and passes control to a decision block  855 . The decision block  555  determines whether or not all pictures have been decoded. If so, then control is passed to an end block  899 . Otherwise, control is returned to the function block  830 . 
     A description will now be given of some of the many attendant advantages/features of the present invention, some of which have been mentioned above. For example, one advantage/feature is an apparatus that includes an encoder for encoding at least one block in at least one picture for at least one view of multi-view video content. The encoder has a deblocking filter for performing adaptive deblocking filtering on the at least one block responsive to an indication of at least one of illumination compensation and color compensation being used for the at least one block. 
     Another advantage/feature is the apparatus having the encoder that has the deblocking filter as described above, wherein a filter strength of the deblocking filter is adapted responsive to the indication of at least one of the illumination compensation and the color compensation being used for the at least one block. 
     Yet another advantage/feature is the apparatus having the encoder that has the deblocking filter wherein a filter strength of the deblocking filter is adapted responsive to the indication of at least one of the illumination compensation and the color compensation being used for the at least one block as described above, wherein the filter strength is changed when at least one of two neighboring blocks use at least one of the illumination compensation and the color compensation, the two neighboring blocks being in a particular one of the at least one picture or in respective adjacent pictures of the at least one picture. 
     Still another advantage/feature is the apparatus having the encoder that has the deblocking filter wherein a filter strength of the deblocking filter is adapted responsive to the indication of at least one of the illumination compensation and the color compensation being used for the at least one block as described above, wherein the filter strength is incremented by one after the filter strength is determine by a method corresponding to the International Organization for Standardization/International Electrotechnical Commission Moving Picture Experts Group-4 Part 10 Advanced Video Coding standard/International Telecommunication Union, Telecommunication Sector H.264 recommendation. 
     Moreover, another advantage/feature is the apparatus having the encoder that has the deblocking filter wherein a filter strength of the deblocking filter is adapted responsive to the indication of at least one of the illumination compensation and the color compensation being used for the at least one block as described above, wherein the encoder encodes the at least one picture by modifying an alpha table index value when two neighboring blocks have different multi-view video coding prediction types, the two neighboring blocks being in a particular one of the at least one picture or in respective adjacent pictures of the at least one picture. 
     Further, another advantage/feature is the apparatus having the encoder that has the deblocking filter as described above, wherein a length of the deblocking filter is adapted responsive to the indication of at least one of the illumination compensation and the color compensation being used for the at least one block. 
     Also, another advantage/feature is the apparatus having the encoder that has the deblocking filter as described above, wherein a type of the deblocking filter is adapted responsive to the indication of at least one of the illumination compensation and the color compensation being used for the at least one block. 
     These and other features and advantages of the present principles may be readily ascertained by one of ordinary skill in the pertinent art based on the teachings herein. It is to be understood that the teachings of the present principles may be implemented in various forms of hardware, software, firmware, special purpose processors, or combinations thereof. 
     Most preferably, the teachings of the present principles are implemented as a combination of hardware and software. Moreover, the software may be implemented as an application program tangibly embodied on a program storage unit. The application program may be uploaded to, and executed by, a machine comprising any suitable architecture. Preferably, the machine is implemented on a computer platform having hardware such as one or more central processing units (“CPU”), a random access memory (“RAM”), and input/output (“I/O”) interfaces. The computer platform may also include an operating system and microinstruction code. The various processes and functions described herein may be either part of the microinstruction code or part of the application program, or any combination thereof, which may be executed by a CPU. In addition, various other peripheral units may be connected to the computer platform such as an additional data storage unit and a printing unit. 
     It is to be further understood that, because some of the constituent system components and methods depicted in the accompanying drawings are preferably implemented in software, the actual connections between the system components or the process function blocks may differ depending upon the manner in which the present principles are programmed. Given the teachings herein, one of ordinary skill in the pertinent art will be able to contemplate these and similar implementations or configurations of the present principles. 
     Although the illustrative embodiments have been described herein with reference to the accompanying drawings, it is to be understood that the present principles is not limited to those precise embodiments, and that various changes and modifications may be effected therein by one of ordinary skill in the pertinent art without departing from the scope or spirit of the present principles. All such changes and modifications are intended to be included within the scope of the present principles as set forth in the appended claims.