VIDEO PROCESSING METHOD AND APPARATUS

Abstract: A method and an apparatus are set forth for encoding and decoding video to achieve bandwidth compression. In one form of the disclosure, two video signals (810, 850), representative of different images, can be transmitted using only the bandwidth (880) generally allocated to a single video signal, with little or no perceived degradation of image quality. In another form of the disclosure, motion indicative signals (970) are used in a technique that dynamically modifies the frequency band information to be stored and/or transmitted.

Description: DESCRIPTION VIDEO PROCESSING METHOD AND APPARATUS FIELD OF THE INVENTION This invention relates to video signals and, more particularly, to apparatus and method for encoding and decoding video signals for use in television and in high definition television systems as well as in other applications including storage and/or transmission, over any suitable medium, of moving images, or combinations of moving and still images, in a form that reguires reduced storage capacity and/or reduced bandwidth channels. Some of the techniques hereof can be employed, for example, for transmitting through the air or through conducting or optical cable, a plurality of video signals using only the bandwidth generally allocated to a single video signal, and with little or no perceived degradation of image quality. Some of the techniques hereof can be employed, for example, in so-called "compatible" high definition television approaches, as in so-called "simulcast" approaches wherein independent high definition television signal is sent simultaneously with a conventional transmission of the same program information. Some of the techniques hereof can also be employed in so-called "enhanced definition" approaches that send picture enhancement information (but less than the information needed for full high definition performance) on the same channel with a conventional television program. BACKGROUND OF THE INVENTION Available spectrum is becoming increasingly burdened by ever greater demand for video information channels. Traditional airwave spectral space has been crowded for many years, and burgeoning video programming for such applications as home cable, teleconferencing, picture phones, and computer video transmission has now crowded conductive and optical cables, phone lines, and sattelite communication channels. The desirability of techniques for increasing the amount of video information that can be sent over these transmission media is evident. Also, as more video information is stored, it is desirable to develop techniques that increase the amount of video that can be stored in a given storage size. As high definition television (HDTV) becomes more prevalent, improved systems are needed for transmission and reception of the additional information required for presenting HDTV images. Any new service which provides higher definition television than is conventionally broadcast (i.e., more elements per line and lines per frame, and thus a wider bandwidth necessary for transmission) should serve existing home television receivers with essentially all the picture attributes and quality of which the receivers are capable. Also, receivers designed for new (high definition) service, should be capable of operating using the pre-existing transmissions and derive from them a result not inferior to that provided by pre-existing receivers. A variety of HDTV schemes have been proposed. In U.S. Patent No.s 4,517,597, 4,628,344, 4,652,909, 4,701,783, and 4,800,426, assigned to the same assignee as the present application, as well as in the publication "HDTV Compatible Transmission System", .E. Glenn, National Association of Broadcasters, April, 1986, there is disclosed an HDTV system that utilizes an augmentation approach which permits compatible transmission of HDTV. A separate auxiliary or "augmentation" channel is used to send picture detail information that augments conventionally received television information to obtain high definition performance. The disclosed techniques also have application to video bandwidth compression and to reducing video storage capacity. As described in the referenced patents and publication, an electronic video signal (e.g. a television signal) can be encoded at reduced bandwidth by lowering the frame refresh rate of the high spatial frequency components, while maintaining the frame refresh rate of at least a portion of the low spatial frequency components at the standard rate. If done in a specified manner this will not cause substantial degradation in the ultimately displayed image, since human vision cannot perceive changes in high spatial resolution information at as fast a rate as it can perceive changes in low spatial resolution information. Accordingly, as has been previously set forth, an electronic video encoding and decoding system can be devised which takes advantage of this, and other, characteristics of human vision by encoding higher spatial resolution video components to be at a temporal information rate which approximately corresponds to the highest rate actually perceived by human vision for such components; thereby eliminating the need to encode these components at a higher rate, which inherently wastes bandwidth. Also, as shown in referenced patent and publication, the low spatial resolution information can be generated in a form which is compatible with standard television video, for example NTSC video used in the U.S. It has also been recognized that a number of frequency components can be transmitted at specified rates [see e.g. W.F. Schreiber et al.. Reliable EDTV/HDTV Transmission In Low Quality Analog Channels, SMPTE Journal, July 1989, and the abovereferenced patents of the present assignee], with components selected according to degree of motion in order to have higher spatial resolution in scenes with little motion and higher temporal resolution in scenes with a great deal of motion. Fig. 1 illustrates a compatible high definition television transmission and receiving system of the general type described in the above-referenced patents and publication. A transmitter 200 includes NTSC processing circuitry 210 which processes television signals from a source such as a television camera system (not shown) or a video recording system (not shown) . The circuitry 210 is coupled to transmitting circuitry 215, which typically includes modulation circuitry and other suitable circuitry for producing a signal to be transmitted over a standard NTSC channel. The television signals from the television camera system or video recorder (which is assumed to have a high definition video capability) are also processed by high definition television (HDTV) processing circuitry 260 which produces detail signals that can be utilized to enhance conventional television signals to obtain HDTV signals, as described in the abovereferenced patents and publication. [As further described in the referenced U.S. Patent No. 4,652,909, the detail signal can be obtained from a separate camera.] The detail signals are coupled to further circuitry 275, which transmits the detail signal over a second (auxiliary) channel that is typically not adjacent to the (main) NTSC channel used for transmission of the standard portion of the television information. The NTSC signal is received by receivers such as receiver 310 which has only a capability of producing a television picture at substantially conventional resolution e.g. conventional display 315. Receivers such as receiver 360, which have a capability for receiving, processing, and displaying high definition television signals, receive both the main channel carrying the NTSC signal and the auxiliary channel carrying the detail signals to be used for augmentation of the NTSC video signal so as to produce a high definition television signal for display on an HDTV display 365. In the referenced patents and publication, the spatial detail is transmitted at a relatively slow frame rate, such as 15 or 7.5 frames per second. "Jutter" (jerky edge motion) was observed when the detail frame rate was reduced too far. This artifact constrains the augmentation channel bandwidth to be larger than would otherwise be indicated by psychophysical studies. Camera lag, caused by the integration of image energy on the face of the camera tube, which attenuates detail in moving areas of the picture, can be exploited to reduce jutter, but some reduction in image detail can be observed in moving objects when they are visually tracked. It is among the objects of the present invention to provide improvements in performance and in bandwidth compression with respect to the techniques described above and with respect to other prior art techniques. It is also among the objects hereof to provide such improvements in a system that can be made compatible with existing or future television standards (for example, NTSC, or other standards such as PAL or SECAM) . As further background to the invention, reference can be made to the following U.S. Patents which relate to compression, transmission and/or other processing of video signals and/or still picture information: U.S. Patent 4,196,448, 4,210,931, 4,224,678, 4,302,775, 4,394,774, 4,541,012, 4,605,952, 4,630,099, 4,661,862, 4,672,425, 4,675,733, 4,675,750, 4,729,012, 4,774,562, 4,780,761, 4,791,598, 4,807,029, 4,821,119, 4,845,562, 4,851,906, 4,870,489 and 4,873,573. The FCC recently announced that it prefers planned terrestrial HDTV transmission in the U.S. to be broadcast using a simulcast format: i.e., with the same program content sent simultaneously both a conventional television channel and a separate HDTV channel. It has been anticipated that, in time, television viewers will replace standard NTSC receivers with high definition sets, thereby allowing the present NTSC channels to eventually be reassigned for other application. In order for this concept to work, however, viewers must be motivated to purchase receivers designed to accept this new format. Even when wide-screen HDTV becomes available, a significant demand will always exist for smaller-screen receivers. The image quality of small screen-size television receivers is generally not limited by transmission considerations, but by human visual acuity. The optimum viewing distance for popular 19-20" conventional receiver, for example, is between six and seven feet. A similar screen-size HDTV receiver has an optimum viewing distance of about three feet; clearly impractical in most viewing situations. The goal of abandoning the conventional NTSC channels in the foreseeable future may be impractical because there will always be a consumer demand for inexpensive smaller screen television sets. It is also among the objects of the present invention to provide improvements in encoding and decoding of video information which addresses the described problems and limitations of the prior art, achieves substantial bandwidth savings, increases the efficiency of video transmission and storage, and provides a capability for higher definition television transmission in the bandwidth of a single conventional television channel. It is also among the objects of the present invention to provide a technique whereby two video signals, representative of different images can be transmitted using only the bandwidth generally allocated to a single video signal, with little or no perceived degradation of image quality. It is also among the objects of the present invention to provide a method for broadcasting video signals with improved interference immunity. SUMMARY OF THE INVENTION A method and an apparatus are set forth for encoding and decoding video to achieve bandwidth compression. In one form of the invention, two video signals, representative of different images, can be transmitted using only the bandwidth generally allocated to a single video signal, with little or no perceived degradation of image quality. In another form of the invention, motion indicative signals are used in a technique that dynamically modifies the frequency band information to be stored and/or transmitted. Further features and advantages of the invention will become more readily apparent from the following detailed description when taken in conjunction with the accompanying drawings. BRIEF DESCRIPTION OF THE DRAWINGS Fig. 1 is a simplified block diagram of a prior compatible high definition television system. Fig. 2 is a polar plot illustrating data that measures the oblique effect. Fig.s 3A, 3B and 3C respectively illustrate cardinal sampling, quincunx sampling, and quincunx sampling with reduced sampling rate. Fig.s 4A, 4B and 4C respectively illustrate spectra for the Fig. 3A, 3B and 3C situations. Fig.s 5 and 6 illustrate spectra referred to in the description. Fig. 7 illustrates the four quadrant pass band of a two-dimensional diagonal filter having its vertical and horizontal cutoff frequencies at half the video sampling rate. Fig. 8 is a block diagram of an embodiment of an encoder and encoding method in accordance with a form of the invention. Fig. 9 illustrates an example of the coefficients of a 9x7 filter kernel array. Fig. 10 is a block diagram of circuit which can be utilized to implement two-dimensional convolution with a filter kernel. Fig. 11 illustrates an example of two-dimensional spectrum folding around a diagonal which occurs as a result of a two-dimensional image modulating a two-dimensional subcarrier. Fig.s 12A and 12B respectively show a pixel array before and after two-dimensional modulation. Fig. 13 illustrates a circuit for implementing two- dimensional modulation. Fig. 14 shows a block diagram of an embodiment of a decoder and decoding method which can be utilized to recover signals encoded in accordance with a form of the invention. Fig.s 15A, 15B, 15C 15D and 15E shown illustrative spectra. Fig. 16 is a block diagram of an embodiment of an encoder and encoding method in accordance with another form of the invention. Fig. 17 is a diagram of a decimator which can be utilized in an embodiment of the invention. Fig. 18 is a block diagram of an embodiment of a decoder and decoding method which can be utilized to decode the encoded signals of a form of the invention. Fig. 19 is a diagram of a zero padder which can be utilized in embodiments of the invention. Fig. 20 is a block diagram of an embodiment of an encoder and encoding method in accordance with another form of the invention. Fig. 21 is a block diagram of an embodiment of a decoder and decoding method which can be utilized to decode signals encoded in accordance with a further form of the invention. Fig. 22 is a block diagram of an embodiment of a high- definition television system and method in accordance with a further form of the invention. Fig. 23 illustrates a further form of the invention that is used to minimize interference between transmitted video signals. Fig.s 24 and 25 illustrate exemplary band divisions of the Fig. 6 spectrum. Fig. 26 is a block diagram of an encoder in accordance with an embodiment of the invention, and which can be used to practice an embodiment of method of the invention. Fig. 27 is a block diagram of a system for encoder scan conversion. Fig. 28 is a block diagram of a portion of the encoder of the Fig. 26 embodiment. Fig. 29 is a flow diagram a routine for controlling the tile control processor of Fig. 28. Fig. 30 is a block diagram of an embodiment of the motion detection circuit of Fig. 28. Fig. 31 is a block diagram of a decoder in accordance with an embodiment of the invention and which can be utilized to practice an embodiment of the disclosed decoding method. Fig. 32, which includes Fig.s 32A and 32B placed one below another, is a flow diagram of the routine for controlling the augmentation input processor of the Fig. 31 embodiment. Fig.s 33 and 34 are flow diagrams of the routine for implementing the spectral-to-detail converter control processor of the Fig. 31 embodiment. * Fig. 35 is a block diagram of a fifo circuit utilized in the Fig. 31 embodiment. DETAILED DESCRIPTION Subjective vision studies have indicated that perceived resolution is anisotropic (not equally precise in all directions) . The eye is more sensitive to detail along the horizontal and vertical axes than to that along diagonals. [See, for example, W.E. Glenn et al., "Imaging System Design Based On Psychophysical Data," Proc. of the SID, Vol 26/1, pp. 71-78, Jan. (1985); NYIT STRC "Visual Psychophysical Factors as Applicable to the Design and Development of Video Systems for Use in Space, Final Report," NASA Report, May (1989); G.C. Higgins et al., "Variation of Visual Acuity with Various Test-Object Orientations and Viewing Conditions," J. Opt. Soc. Am. 40, pp. 135-137 (1950); F.W. Campbell et al. , "Orientational Selectivity of the Human Visual System," J. Physiol., 187, pp. 437-445, (1966); and S. Appelle, "Perception and Discrimination as a Function of Stimulus Orientation: The "Oblique Effect" in Man and Animals," Psychological Bulletin, Vol. 78, No. 4, pp. 266-278, (1972).] Fig. 2 illustrates this oblique effect, plotted in polar form, as characterized by various researchers. While results differ somewhat due to the different types of testing employed, the curves of subjective resolution have a similar shape and diverge from the isotropic resolution shown by the outer circle. It is known that bandwidth and display element density can be reduced by taking advantage of the anisotropic spatial response characteristics of the visual system. Fig.s 3A, 3B and 3C respectively illustrate cardinal sampling, quincunx (or diagonal) sampling, and quincunx sampling with reduced sampling rate. Fig.s 4A, 4B and 4C show the respective discrete spectra for the sampling of Fig.s 3A, 3B and 3c, where f = 1/D. The quincunx sampling shown in Fig.s 3B and 3C results in the rotation of the spectral coordinate axes by 45 degrees [see, for example, R.C. Gonzales et al., Digital Image Processing, Reading Mass., Addison-Wesley (1987); E. Dubois et al. ,"Three-Dimensional spectrum and Procession of Digital NTSC Color Signals," SMPTE Journal, pp. 372-378, April (1982); and B. Wendland et al. "On Picture Quality of Some Television Signal Processing Techniques," SMPTE Journal, pp. 915-922, Oct., (1984)], thereby more closely matching the characteristics of vision. This method can be used to reduce the information content by a factor of two without degradation in perceived image quality. Half tone prints and, more recently, CCD cameras and LCD displays are successfully utilizing this technique. Some of the systems described in the patents referenced in the Background portion hereof utilized quincunx sampling to reduce the sampling rate, and therefore the augmentation bandwidth, by a factor of two. In an embodiment described below, information content is reduced by eliminating high diagonal frequency components approximately to the upper right of the diagonal line 5 in the discrete spectral domain illustrated in Fig. 5. The NTSC luminance spectrum is illustrated approximately in the lower lefthand box of Fig. 5. In a subsequently described embodiment, for an augmentation system wherein the NTSC spectral portion is available from a conventional channel, the approximate remaining spectrum used for transmission on the augmentation channel is shown in the shaded region of Fig. 6. A low-pass filter can be used to restrict the frequency components of a cardinally sampled image to the region within the diamond-shaped perceptivity curve of Fig. 2. A television viewer, positioned at the most favorable viewing distance (roughly six screen heights for conventional NTSC 525 line video), is not able to resolve the (vertical) video raster, yet is still able to appreciate image detail. Figure 7 shows the four quadrant pass-band of a two-dimensional diagonal filter having both its vertical and horizontal cutoff frequencies set to one-half the video sample rate (for example, one-half the vertical sampling rate) . One-half the total spectral area is passed by this filter. The effective two-dimensional bandwidth for images matched to the characteristics of the human visual system is only one-half of that created by cardinal sampling. In accordance with a feature of the present invention, useful video information is two-dimensionally modulated so as to be positioned in the shaded portion of Fig. 7; i.e., into a spectral region that has been effectively unused and generally wasted in prior art systems. In an embodiment hereof, two different television images, for example, can be encoded on a single transmission channel by effectively placing one in each of the two distinct spectral regions. Applicant has discovered that each television picture can maintain substantially the full subjective resolution found in the original, and is completely separable from the other television picture. Referring to Fig. 8, there is shown a block diagram of an apparatus in accordance with an embodiment of first form of the invention, and which can be used to practice a form of the method of the invention. Two electronic video signals are produced, as represented by the blocks 810 and 850, respectively. The electronic video signals may be generated by any suitable means, for example by video cameras, video storage, graphics or animation generators, or medical or other imagers, etc. It will be understood that the blocks 810 and 850 may represent respectively different types of sources of electronic video signals. As an illustrative example, it can be assumed that the blocks 810 and 850 represent electronic video camera systems directed at different scenes. As described hereinbelow, the signals can also be representative of different components of the same image. Also, it will become understood that the techniques are applicable to various formats of electronic video signals and to conventional as well as low or high definition video. An example is initially set forth in terms of a monochrome video signal having conventional television resolution, although the techniques hereof are also generally acceptable to color video signals. The outputs of video signal sources 810 and 850 are respectively coupled to low pass filters 815 and 855 (see also two-dimensional spectra 815A and 855A) , and then to analog-to-digital converters 820 and 860. The analog-to- digital converters can be operated at any suitable clock rate, in known fashion, to obtain frames of digital pixels which are stored in digital buffers 821 and 861, respectively. The buffers may be frame buffers or portions thereof. Each pixel of each frame can have a luminance value conventionally represented by an n-bit digital word. The outputs of frame buffers 821 and 861 are respectively coupled to two-dimensional diagonal low-pass filters 825 and 865. Each of these filters is operative to remove high frequency two-dimensional diagonal frequency components from the frames of digitized video signal. For example, for the approximately square spectrum of the first quadrant Fig. 7, the filtering of the present embodiment will preferably result in a spectrum having an approximately triangular shape as in the unshaded region in Fig. 7 (see also the sketches 825A and 865A) . It will be understood, however, that the line joining the highest passed vertical and horizontal frequencies [(f v/2 = constant] can generally be considered as a boundary. As noted in conjunction with the description of Fig. 2, there are investigators who have determined that even some frequencies within the indicated triangular region will be substantially attenuated by the human visual system. The precise shape of the filter can be determined from present and/or future studies on the human visual system, and/or can be adjusted empirically. The two-dimensional diagonal low-pass filter (825 and 865) can be implemented by any suitable technique. For example, a commercial programmable filter kernel can be utilized to obtain the desired filtering function. Fig. 9 illustrates an example of the coefficients of a 9x7 filter kernel array that can be utilized to implement two-dimensional diagonal low-pass filtering. The filter kernel can be applied by convolving the array with the frame of pixels to be filtered. Techniques for implementation of the filtering process, are known in the art. Fig. 10 shows a block diagram of a circuit which can be utilized to implement two-dimensional convolution, and which can be employed, with appropriate weighting coefficients, in the present embodiment to implement a two-dimensional diagonal low-pass filter. In the circuit of Fig. 10, an array of coefficients k , are applied to an (m)x(n) moving group of pixels by using m line delays 1020 and n pixel delays which are indicated in Fig. 10 by representative register rows 1025, each of which has individual stages with respective one pixel delays. Shift registers or FIFOs may be used for this purpose. Each pixel and delayed pixel is multiplied by a coefficient, k , with the coefficient values being implemented by applying corresponding signal levels to the multipliers 1050. The coefficients can be in accordance with the selected array for a particular filter kernel, for example the array illustrated in Fig. 9. The outputs of multipliers 1050 are summed by a summing circuit 1080 which produces each convolved output signal as the array "moves" over the frame. It will be understood that other filter implementations, including commercially available chips, can be utilized, if desired, and that end conditions can be handled by techniques known in the art. Referring again to Fig. 8, the output of two-dimensional diagonal low-pass filter 825 is coupled to one input of summing circuit 880. The output of two-dimensional diagonal low-pass filter 870 is coupled to a two-dimensional modulator 870, which serves to fold the spectrum of the filtered signal into the spectral space normally occupied by the high frequency diagonal components. Fig. 11 illustrates an example of the two-dimensional spectrum folding which occurs when a two-dimensional image modulates a two-dimensional subcarrier having (in this case) a horizontal frequency of half the sampling rate and a vertical frequency of half the sampling rate. In general, the image spectrum will be folded around the diagonal demarcation line and reversed so that high frequency horizontal components of the original image become high frequency vertical components and vice-versa as shown in Fig. 11. A constant gray level (dc) on the encoded image will then appear as the highest possible frequency which can be represented with the sampling parameters, f s /2, f s /2. In other words, the spectral location (0,0), after such two-dimensional modulation, will be at (f s /2, f s /2) and constant intensity level will generally appear as a high frequency checkerboard pattern. [For this modulation in the image brightness domain, being modulated in this case as brightly above the average gray level as below it, the entire image content would be lost and appear as a blank gray screen to a viewer more than six screen heights from the display, since the spectral content is outside the range of human perceptivity, i.e. the human visual system would act as a diagonal low-pass filter.] The spectral location (0, f χ ) , after such two-dimensional modulation, will be at (f B /2, f s /2-f χ ) , and so on. The two-dimensional modulation to achieve folding around the diagonal can be implemented by reversing the polarity of every other pixel on every line, with the polarity order reversed every other line, as illustrated in Fig.s 12A and 12B. Fig. 12A shows a pixel array before two-dimensional modulation on the two-dimensional subcarrier, and Fig. 12B shows the pixel array after such modulation. Fig. 13 illustrates a circuit for implementing this modulation. A multiplexer 1350 receives, at one input, the pixel output of two-dimensional filter 865 and, at another input, the pixel output inverted by inverter 1310. The modulator receives pixel and line indications and alternates its input line selection sequence in accordance with the polarity sequence shown in Fig. 12B. The encoded output of summing circuit 880 contains video signals representative of both images (see two-dimensional spectral sketch 880A which denotes the respective video signal spectra as 1 and 2 ) , can be stored and/or transmitted, as represented by the block 890. Referring to Fig. 14, there is shown a block diagram of a decoder which can be utilized to recover and record and/or display the encoded video signals. The block 1410 represents the receiving of the encoded signal or the reading thereof from storage. The two-dimensional frequency spectrum is shown in the sketch at 1410A. An optional pixel storage buffer 1415 can be used to store frames of information or portions thereof. The output of buffer 1415 is coupled to a two-dimensional modulator which can operate in the same manner as modulator 865 (Fig. 8), as illustrated in conjunction with Fig.s 11-13. The previously described spectrum folding reverses the spectral positions of the video signals. The output of modulator 1450 is coupled to a two-dimensional diagonal low-pass filter 1470, which may again be of the type illustrated in conjunction with Fig.s 9-10. The output of buffer 1415 is also coupled to such a filter (1420). The respective outputs of two-dimensional low-pass filters 1420 and 1470 are coupled to digital-to-analog converters 1425 and 1475, and then to analog (horizontal) low-pass filters 1430 and 1480. The output analog video signals can be recorded and/or displayed, as represented by the blocks 1435 and 1490, respectively. In operation, it is seen that the two-dimensional modulator operates to "reverse" the spectral locations of the signals identified as "1" and "2" (see sketch 1450A) . The filters 1420 and 1470 can then be utilized to filter undesired spectral components and obtain the respective separated video signals (see also sketches 1420A and 1470A) . After conversion to analog form and suitable low-pass filtering, the recovered signals can be recorded and/or displayed, as desired. In accordance with a further form of the invention, the size of an image may be reduced, or squeezed, by sub-sampling after first filtering to remove frequencies which would otherwise cause aliasing. As will be described, an image can be reduced to half its original size by throwing away, or decimating, alternate pixels horizontally and vertically. Spatial decimation can also be used to reduce the data content and associated transmission bandwidth of non-squeezed images without substantially degrading the subjective resolution. Before considering two-dimensional decimation, it is helpful to examine the effects of one-dimensional decimation. If it is assumed that a continuous analog signal is sampled using a digitizer which has an infinitely small sampling aperture, the digitized input can be considered as a continuous analog signal multiplied by a series of impulses spaced T seconds apart. The sampled spectrum consists of the original analog spectrum convolved with spectral impulses located at nf s where f =1/T s . Repetitions of the analog spectrum will thus be centered about integral multiples of the sampling frequency as shown in Fig. 15A. No aliasing will occur if the analog baseband spectrum is restricted to frequencies less than f /2 prior to sampling. Assume, now, that even and odd samples are separated using the following even and odd decimating functions: DEC oven = ( i/S H 1 + COS2pi* ( f ε /2 ) ( x/f s ) ] = (1/2) [1 + cos(pi*x)] DEC odd = (1/2) [1 - cos(pi*x)] where x = integral sample number Applying DEC even to the data set will force the odd data elements to zero while DEC odd will force the even elements to 0. The spectrum of an evenly decimated image is obtained by convolving the sampled spectrum with the spectrum of DEC Fig. 15B shows that decimation causes another repetition of the analog spectrum to be created about f /2. Aliasing will occur for frequencies greater than fε/4. DEC od _,d_. will create a similar spectrum, but the aliased components will be inverted with the respect to the aliased spectra from DECeven. When the odd and even components are added, the unaliased original components add, but aliased components cancel, leaving the original spectrum. While this result is interesting, it is of little practical value in one dimension: the same result is obtained by sampling the analog input at f /2. Spatial decimation, however, does not lead to the trivial result encountered in one dimension, provided a diagonal decimating pattern is used. A diagonal decimator masks an image with a checkerboard pattern of (e.g. black) dots. The even decimator can be represented as: DEC d i ag = ( 1 / 2 )[ 1 + COS(pi*X)COS( P i*y)] The spectrum of the decimator is composed of two frequencies, one at DC (0,0), the other at half the horizontal and vertical sampling rates (f h /2,f v /2). It is analogous to the one-dimensional decimation spectrum except that frequencies are two-dimensional. An image to be decimated can be first passed through a two-dimensional diagonal pre-filter of the type previously described. The decimated spectrum is obtained by convolving the filtered image spectrum with the spectrum of the decimator. The original filtered spectrum is repeated about multiples of the decimating frequency, i.e. (2m+l)f s /2, (2n+l)f s /2 for all m and n a portion of which is shown in Fig. 15C. Passing the decimated image through another diagonal filter regenerates the undecimated image without degrading the image quality. To summarize the foregoing discussion, when a diagonally pre-filtered image is spatially decimated diagonally the spectral components introduced by the decimation process do not extend into the original spectral region, and hence may be removed by filtering. Diagonally decimated images contain half the number of pixels per line of cardinally sampled images. The time necessary to send a line of video can be reduced by half if the bandwidth is maintained constant, so that the image will be squeezed horizontally. The second half of each video line may then be used for other purposes, such as carrying a second image or carrying high definition components of the basic image. Squeezed images can be reconstructed at the receiver by reinserting the zeros created by the decimator and passing it through a two-dimensional low-pass filter. Fig. 15D is a representation of a two-dimensional frequency spectrum of a decimated image which is composed of repetitions of the cardinally-sampled spectrum about multiples of the decimating frequency, i.e. at . (2m + l)f horizcotal /2,(2n + l)f vβrtical /2 for all integral values of m and n. Frequency aliasing will occur if the image is not properly pre-filtered and likewise, if the zero-padded reconstruction is not adequately post-filtered. Fig. 15E shows that a two-dimensional filter with a diamond-shaped pass-band that can be used for both the pre- and post- filter. It removes only those spectral components outside the sensitivity range of the human visual system. Pictures with the same subjective quality of the original image can, therefore, be reconstructed from a diagonally-decimated image. Referring to Fig. 16, there is shown a block diagram of an embodiment of a form of the invention which utilizes principles just set forth. Two sources of video signal, 1610 and 1650 are provided, as previously described in conjunction with the description of Fig. 8. The signals are horizontally low-pass filtered and analog-to-digital converter as represented by the blocks 1615, 1620 and 1655, 1660, respectively (see also sketches 1615A and 1655A) . The outputs of the analog-to-digital converters are respectively two-dimensionally low-pass filtered, such as in the manner previously described, as represented by the blocks 1625 and 1665. The resultant respective two-dimensional spectra are represented in sketches 1625A and 1665A. The filtered images are then decimated, in the manner previously described, as represented by the blocks 1630 and 1670, respectively. The pattern of pixels selected by the decimators are illustrated in the diagrams 1631 and 1671, respectively. In the present embodiment, only the selected alternate pixels (as illustrated) are passed by the decimators, and this can be implemented, for example, by using voltage-controlled gates as illustrated in Fig. 17. In particular, line and pixel information provided to the controlled gate determines whether the pixel is passed by the decimator. Alternatively, a flip-flop, which is set to a different initial status each line, could be utilized. The outputs of decimators 1630 and 1670 are respectively coupled to time base compressors 1635 and 1675 which operate to compress each line of pixels into respective halves of the original line time. Time base correction is very well known in the art, and any suitable time base compressor can be utilized for this purpose. The compressed two- dimensional spectra of the resultant signals are represented in sketches 1635A and 1675A, respectively. It is seen that the horizontal component is doubled. A multiplexer 1690 is then utilized to combine the signals during successive time slots, as illustrated in the diagram 1690A. The resultant signal can be stored and/or transmitted, as represented by the block 1695. Referring to Fig. 18, there is shown a block diagram of an embodiment of a decoder which can be utilized to decode the encoded video signals of the Fig. 16 circuit. The block 1810 represents the receiving or the reading from storage of the encoded signal. A demultiplexer 1815 is utilized to separate the signals in the two time slots of each line, and the demultiplexer outputs are respectively coupled to time base correction circuits 1820 and 1850, respectively, which perform the converse of the operations that were performed by corresponding time base correctors 1635 and 1675 in the encoder. The outputs of the time base correctors are respectively coupled to pixel storage buffers 1825 and 1855, and these may comprise, for example, half-frame stores. The outputs of the buffers are respectively coupled to zero padders 1830 and 1860 which operate to insert zeros at diagonally alternating pixel positions, as represented in the diagrams 1830A and 1860A, respectively. A circuit which can be utilized to implement the padders is illustrated in Fig. 19. In particular, a multiplexer can be utilized which receives, as inputs, the pixels output from the buffers (1825 or 1855) and a signal representative of a zero level. Selection of the value to be passed by the padder will depend on the line and pixel information input to the multiplexer, in accordance with the illustrated alternating pattern. The outputs of padders 1830 and 1860 are respectively coupled to two-dimensional diagonal low-pass filters 1835 and 1865, respectively, which, as previously described, operate to remove the aliasing components. The outputs of the filters are coupled to digital-to-analog converters 1840 and 1870, respectively, and then can be analog low-pass filtered (horizontally) , if desired, and displayed and/or recorded, as represented by the blocks 1845 and 1875, respectively. Referring to Fig. 20, there is shown an embodiment of a form of the invention wherein two video signals can be combined on a single channel with reduced bandwidth requirement, analog processing being utilized in this embodiment. As before, two video input signals are received from video signal sources (2010 and 2050). The present invention (in both digital and analog processing implementations) may sometimes be practiced without initial two-dimensional diagonal low-pass filtering, since most natural images have little spectral energy to begin with in the high diagonal frequency region of the spectrum. The embodiment of Fig. 20 is an example of processing without such prefiltering. In the embodiment of Fig. 20 it is assumed, also as an example, that the video comprises interlaced video. Also in this embodiment, the two- dimensional modulation is implemented by separate vertical and horizontal modulation. In particular, the block 2020 represents the vertical modulation. For an interlaced display, alternate lines occur in successive fields, so vertical modulation can be obtained by inverting during every other field. A multiplexer 2021, which is controlled on a line 202IB by a signal derived from field synchronization, selects either the video received via an amplifier 2022 or the video received via inverting amplifier 2023. The resultant "alternate line inverted" signal is used to drive a double balanced modulator (which implements the horizontal modulation component), the mixing frequency (f ) of which, received on line 2030B, is selected as the maximum pass-band frequency, for example 4.2 MHz. In order to maintain the unipolar nature of the video, a bias equal to half the maximum unipolar video level is subtracted prior to encoding by difference circuit 2005, and is then reinserted after the modulation process, by summing circuit 2050. The modulated and unmodulated video signals are added by summing circuit 2060, low-pass filtered (block 2070) and recorded and/or transmitted (block 2080). Referring to Fig. 21, after storage and/or transmission, the combined signal is received and/or read from storage (block 2110), and can be decoded to recover the original signals. The combined signal is coupled to a two-dimensional diagonal filter 2120 to obtain the low two-dimensional diagonal frequencies on a line 2020C, and the high two-dimensional frequencies on a line 2020B. The diagonal filtering may be implemented in analog fashion or by converting to digital form, separating as above, and reconverting. The signal 2120C can be recorded and/or displayed, as represented by block 2180. The signal 2120B is two-dimensionally modulated, in one-dimensional stages analogous to the encoding process of Fig. 20. In particular, a multiplexer 2140, which is controlled on a line 2140B by a signal derived from field synchronization, selects either the output of an amplifier 2130 or of inverting amplifier 2135. The result is then passed through a double-balanced mixer 2150 which receives, as its other input, a signal at the same frequency as that used at the transmitter; i.e., a 4.2 MHz signal in this example. Bias can be suitably added by summing circuit 2160 and the resultant signal stored and/or displayed, as represented by block 2170. The high frequency diagonal portion of the two-dimensional spectrum can also be utilized to carry components of the primary image (for example, high definition components, color components, additional image area to modify aspect ratio or for other purposes, etc.), or to carry other information such as data, still pictures, audio, etc. Fig. 22 is a block diagram of a high definition television system which two-dimensionally modulates the high definition television system which two-dimensionally modulates the high definition components into the high frequency two-dimensional diagonal region. A source of high definition (which can be considered as encompassing a signal with substantially higher definition than current conventional television video) 2205 is provided. The output thereof is coupled to the positive input of a difference circuit 2207, and to a block 2210 which represents two-dimensional low-pass diagonal filtering of the high-definition video signal. This filtering may be implemented, for example, as described above by converting to digital form and implementing the filtering as described above. The two-dimensional spectrum of the resultant signal is represented at 2210A, and it is seen that the original horizontal and vertical frequencies, at half the high definition sampling rate, are reduced to within the diagonal band at the lower frequency standard definition two-dimensional frequency cutoffs. The output of the filter 2210 is received by decimator 2215, which operates, in this embodiment to decimate every other vertical line and retain every fourth horizontal pixel. The pattern of decimation is illustrated in another part of the diagram at 2260, and it will be understood that this decimation can be achieved by the decimator previously illustrated, with the line and field inputs causing selection of the pixels to be retained in accordance with the desired pattern. The resultant relative image density is illustrated in the diagram at 2200. After time base correction in the manner previously described, the output of the decimator is coupled to one input of multiplexer 2120. The output of the multiplexer is coupled to a zero padder 2260 and to a storage buffer for storing detail coefficients. The output of zero padder 2260 reconstructs the pattern shown at 2260A, using a padder of the type previously illustrated. This signal is coupled to a standard definition two-dimensional diagonal low-pass filter 2265, which operates in the same manner as filter 2210, and produces a spectrum as illustrated at 2265A, without aliasing. The output of filter 2265 is one input to a summing circuit 2270. The other multiplexer output is coupled to detail coefficient storage buffer 2280 whose output is coupled to an inverse cosine transform circuit 2285, which may be a chip of the type described in the above referenced U.S. Patent Application Serial No. 502,509. The output of circuit 2285 is the other input to summing circuit 2270. The output of summing circuit 2270 is, in turn, the negative input to difference circuit 2207 whose output is coupled to cosine transform circuit 2135, and the output of this circuit is coupled to a detail component selection circuit 2237. The circuits 2135 and 2137 may, again, be of the type described in the above referenced U.S. Patent Application Serial No. 502,519. The output of circuit 2237 is time base corrected (block 2240), and is then the other input to multiplexer 2120. In operation, this circuit uses (as an example) , selected transform components in the time slot made available by decimation. The decoder, after demultiplexing, can utilize circuitry in the dashed enclosure 2250 to recover the components of the signal and add them to obtain an HDTV output. It will be understood that the same principles could be applied for non- transformed detail components. It will also be understood that the two-dimensional modulation of video into the high frequency diagonal portion of the spectrum (for subsequent recovery) can be utilized to reduce interference between signals, for example in a co-channel situation. Fig. 23 illustrates transmitters A and B in separate broadcasting regions, and a receiver which can receive interfering signals from the transmitters. If one of the transmitters is utilizing a two-dimensionally modulated video signal (for subsequent conversion, as described above), perceived interference will be substantially reduced. It is known that pictures can alternatively be represented in terms of their spectral content. The discrete Fourier transform of an entire image having N spatial pixels will contain N unique frequency components and therefore generally requires the same transmission bandwidth needed to send spatial image information. In the embodiment to de described next, spectrally transforming the augmentation detail can provide advantages, for example because the lower spectral components usually sent in the conventional channel need not be duplicated, and the transformed augmentation components can be dynamically selected in a manner which can better satisfy the needs of the human visual system. Fig.s 24 and 25 illustrate exemplary band divisions of the Fig. 6 spectrum into two and four bands, respectively. In Fig. 25, the bands have approximately equal spectral order, and are numbered in descending order of visual priority. A four band augmentation technique is set forth in the embodiment to be described, but other band selections (both as to the number of bands and the spectral shapes and apportionments thereof) can be employed. Referring to Fig. 26, there is shown a block diagram of an encoder in accordance with a further embodiment of the invention, and which can be used to practice an embodiment of the method of the invention. The encoder may be utilized, for example, in the type of system illustrated in Fig. 1. The use of codes or synchronizing signals, or of other means for identifying or synchronizing channels, may be in accordance with the teachings of U.S. Patent No. 4,800,426, or other abovereferenced patents or publications. The high definition video signal is coupled to a complementary 2-dimensional spatial filter 910. The filter, described further in conjunction with Fig. 27, operates, inter alia, to separate the received HDTV signal into a conventional resolution video signal and a detail signal. The encoder spatial filter 910 can be in the form of two one dimensional low pass finite impulse response (FIR) filters - one operating in the vertical spatial direction cascaded with one operating in the horizontal spatial direction. The cascading operation acts to convolve the vertical and horizontal spatial images. The two dimensional spectral response is obtained by multiplying the responses of the two filters thereby providing a rectangular spectral window in the two dimensional frequency domain. Reference can also be made to the abovereferenced U.S. Patent No. 4,628,344. [Of course, if separate high and low resolution cameras or other sources of video component signals are employed, the filtering may not be necessary or may be of a different form. ] The conventional resolution video signal is coupled to a scan converter 920 which is utilized to produce video having conventional scanline and element format, for example 483 visible lines as in NTSC. The scan-converted video is coupled to encoder 930, for example an NTSC encoder. The encoded conventional resolution video signal can be stored, transmitted, or otherwise processed in known fashion. A motion-indicative signal can also be included in the conventional video channel in order to obtain enhanced operation at receivers having certain processing capabilities. In the present embodiment, the high definition detail component is processed using predetermined regions (or "tiles") of the picture. In this embodiment, the tiles are square and there are 8x8 pixels per tile, although other tile sizes and configurations could be utilized. The detail augmentation channel includes transformation of the detail signal using an orthogonal transform into the frequency domain, such as by cosine transform, as represented by the block 950. The particular transform bands to be utilized (transmitted, in this case) are dynamically selected as a function of motion for each tile, as represented by the blocks 960 and 970, and described further in conjunction with Fig. 28. In accordance with a feature of this embodiment, the particular bands selected are determined, for those tiles at which there is currently no substantial motion, as a function of the motion history of such tile. In particular, the longer the picture information at the tile remains substantially the same, the more detail information is provided (transmitted, in this case) for the tile, until all available detail has been provided. In the present embodiment, the motion indicative signals are generated by detecting motion of the transformed tiles (e.g. Fig.s 28 and 30), although it will be understood that motion could be detected using the detail component or other suitable video representation. The selected band components (if any) for each tile, and motion status signals are coupled, in the present embodiment, via multiplexer 980, to the transmitter and/or storage medium. Fig. 27 illustrates a preferred arrangement for the encoder scan conversion. The low (or conventional) resolution output of the 2D spatial filter 910 (e.g. at 1125 lines) can be coupled to a first down scan converter 2720 that converts to conventional 525 line (NTSC) format, for coupling to the conventional transmitter (e.g. 210 in Fig. 1). An up scan converter 2730, that is identical to one that will be employed in the receiver's decoder (e.g. block 3115 of Fig. 31 below), can then be used to up-convert back to 1125 lines. The result can be subtracted from the high resolution component, using difference circuit 2750, to obtain the desired high-pass detail components. A compensating delay 2710 can be employed, as shown, and throughout the description hereof it will be understood that any necessary compensating delays can be employed, as known in the art. Referring to Fig. 28, there is shown, in further detail, a block diagram of the portion of the encoder that processes the detail signal for coupling to the augmentation channel and which was represented in Fig. 26 by the blocks 950, 960, 970 and 980. A demultiplexer 1105, line fifos 1110 and multiplexer 1115 serve, in known fashion, to put the detail signal in appropriate format to be received by the transform chip 1120 which, in the present embodiment may be an INMOS IMS A121 Discrete Cosine Transform chip. The transform chip 1120 receives a pixel clock, which is also received by a coefficient counter 1125. The transform chip also receives a "next tile" indication, which can be derived as the pixel count modulo 64, and this indication is also coupled to the coefficient counter 1125 and to a tile position counter 1130. The tile position counter 1130 also receives a "next frame" indication. The coefficient counter 1125 keeps track of which of the transform coefficients (64 of them, for this example) is being output from the transform chip 1120, and the tile position counter 1130 keeps track of the position (x,y) of the tile being processed, the tiles typically being processed sequentially, a row at a time. A look-up table 1135, which may be a read-only memory ("ROM"), translates the coefficient identification information from counter 1125 to part of an address at which coefficients from transform chip 1120 are to be stored in two band storage RAMs 1150 and 1155, respectively. The band storage RAM 1150 is dual ported; that is, it can be accessed at either an input port, using and input address or, independently, at an output port using an output address (which, in this case, is obtained from a tile control processor 1175). The band storage RAM 1150 is used to store the band components; that is, the groups of transform coefficients that comprise individual bands of the frequency spectrum, such as the four bands labeled 1, 2, 3 and 4 in Fig. 25. In the present example it is assumed that each of the four bands, 1-4, has five coefficients, which that means that twenty of the possible sixty-four coefficients are actually utilized to represent the shaded spectrum shown in Fig. 6, the other forty-four coefficients approximately representing the remaining regions shown in Fig. 5, and not being necessary, as first explained above. As will be explained, the appropriate band component will be read out of the band storage RAM 1150 to a multiplexer 1165 which also receives indications of motion flag storage status from the flag storage RAM 1170. These signals are applied to a fifo 1185 and eventually to a transmitter (or storage, as the case may be), such as transmitter 275 of Fig. 1. The other band storage RAM 1155 may be single ported, and is used in this embodiment for the purpose of motion detection. The RAM 1155 receives the same coefficient information as the RAM 1150, but each time it receives a new coefficient, it reads out the corresponding coefficient from the previous frame (that is, the coefficient stored at the address to be occupied by the corresponding coefficient of the current frame), so that motion detection can be implemented by the circuit 1160, which is shown in further detail in Fig. 30. Referring momentarily to Fig. 30, the current band component (from transform chip 1120 - Fig. 28), and the corresponding previous frame band component (from band storage RAM 1155 - Fig. 28) are received by a difference circuit 1310 whose output is coupled to an absolute value circuit 1320. An accumulator 1330 accumulates the total of the absolute values of the differences for each tile (the resetting and read-out of the accumulator being enabled by a next tile indication) , and its output is compared against a predetermined threshold level. If the threshold is exceeded, a motion indication signal is output from comparator 1340. As seen in Fig. 28, this signal is received by flag storage RAM 1170, which is also a dual ported RAM. In the present embodiment there are five motion flag statuses, as follows: motion flag status 1 indicates motion, and that the first of the four bands should be sent; motion flag status 2 indicates that there has been no motion for one frame, and that band 2 should be sent; motion flag status 3 indicates that there has been no motion for two frames, and that band 3 should be sent; motion flag 4 indicates that there has been no motion at the tile for three frames, and that band 4 should be sent; and motion flag status 0 indicates that there has been no motion at the tile for four or more frames, and that no spectral information should be sent (all four bands having already been sent) . The tile control processor 1175, which may be any suitable microprocessor or part thereof, dedicated logic, or integrated circuit, controls the flag storage RAM 1170, as will be described. Fig. 29 is a flow diagram of a routine for controlling the tile control processor 1175. The block 1205 represents the initializing of indices i and j which represent the position of the tile in the two dimensional tile array. A sync code is then sent (block 1210), as indicated in Fig. 28 by an output of tile control processor to a sync code generator 1180 which outputs a sync signal to one input of an analog multiplexer 1195. The motion flag status for tile (i,j) is then sent to the fifo 1185 from the flag storage RAM 1170 via the multiplexer 1165, as represented by the block 1215. This is implemented by sending the address (i,j) to the output port of the flag storage RAM 1170, and enabling the multiplexer 1165 to pass the flag status information to the fifo 1185. Inquiry is then made (diamond 1220) as to whether the motion flag status is zero. If so, there has been no motion at this tile for at least the last four frames, and all of the band information has already been sent, so no spectral information will be sent for this tile. In such case, the diamond 1250 is entered directly. If the motion flag status is not zero, band information will be sent from the band storage RAM 1150 to the fifo 1185, and this is implemented by the loop 1243. An index k is initialized at zero, as represented by the block 1225. The index k is used to identify the five components of each band. Each time k is incremented (block 1240) the band component at the address [i,j,flag(i,j) ,k] is loaded from the band storage RAM 1150 into the fifo 1185 via the multiplexer 1165, the multiplexer being controlled to load information during this phase from the band storage RAM 1150 by the line in Fig. 28 labeled "select flag or band component". The address is seen to include the tile position [(i,j)], the motion flag status [flag (i,j) - which determines the band to be used, in accordance with the above-listed rules], and the component of the band [k]. When the loop 1243 is complete, the inquiry of diamond 1235 will be in the affirmative, and block 1245 will be entered, this block representing the updating of the motion flag status in accordance with the above-listed rules. Stated another way, the motion flag status at the address (i,j) is accessed in the flag storage RAM 1170 and is incremented modulo 5. Inquiry is then made (diamond 1250) as to whether the last tile of the row has been reached. If not, i is incremented (block 1260), block 1215 is re-entered, and the loop 1263 is continued until the row is complete. Index i is then initialized for the next row, and inquiry is then made (diamond 1255) as to whether the last row of tiles has been considered. If not, j is incremented (1270), block 1215 is re-entered, and the loop 1273 is continued until all tiles have been considered, whereupon the block 1205 is re-entered for processing of the tiles of the next frame. The information in fifo 1185 is clocked out preferably at a fixed clock rate for a given portion of the transmitter frames, to digital-to-analog converter 1190, and then to transmitter via analog multiplexer 1195. The multiplexer 1195 is controlled to pass the output of digital-to-analog converter 1190, except when a sync code is being applied, as previously described. Referring to Fig. 31, there is shown a block diagram of an embodiment of the decoder. In general, the decoder receives a conventional channel (e.g. 525 line input) and converts it to a relatively low resolution image at the same number of lines as the HDTV to be ultimately displayed or recorded. Information from the augmentation channel is received over a separate path, and is processed and stored in a spectral memory (block 1445 in Fig. 31) . The output of the spectral memory is processed by an inverse transform chip (block 3160 in Fig. 31), for example an inverse cosine transform for the present embodiment, to obtain image detail which is added to the relatively low resolution scan-converted image obtained from the conventional resolution channel. This is implemented by the summer 3170 in the Fig. 31 embodiment. This signal is converted to analog form and can then be coupled to a suitable HDTV display and/or recording means. It can be initially noted that the timing relationship between the conventional channel and the augmentation channel is non-critical, and can be treated independently. [This is because small delays between the low resolution components and the detail components will generally not be noticeable to the viewer. ] In the Fig. 31 decoder embodiment, an augmentation input processor 3140 and a spectral-to-detail converter control processor are employed. These functions can be implemented, for example, by sharing a single microprocessor or with separate microprocessors, or by dedicated logic or integrated circuit means. The routine for controlling the augmentation input processor is described in conjunction with the flow diagram of Fig. 32, and the routine for implementing the spectral-to-detail converter control processor is described in conjunction with the flow diagrams of Fig.s 33 and 34. The pixel stream output from the inverse transform chip 3160 is coupled to a fifo circuit 3165 which is described further in conjunction with Fig. 35. Turning now to the detailed operation of the Fig. 31 embodiment, the video from the conventional receiver portion is coupled to an analog-to-digital converter 3105 and then to a scan converter 3115, the scan converter also receiving the necessary synchronizing information which is extracted by sync detector 3110 and is to be used by the scan converter 3115 and the spectral-to-detail converter control processor 3155. The augmentation signal from the augmentation channel receiver portion is digitized using analog-to-digital converter 3120, and the augmentation sync is extracted (block 3125) and coupled to the augmentation input processor 3140 which, if in the middle of an operation, will asynchronously terminate the process in progress and return to the start of the frame sequence in order to re-synchronize. The digital data output from analog-to-digital 3120 is coupled, via a demultiplexer 3130, to the processor 3140 or to one input of a multiplexer 3135, the other input of which is a logical "0". As will be recalled, the data has a flag status indication followed, where appropriate, by spectral components, and the augmentation input processor 3140 operates to control the demultiplexer 3130 to couple motion flag status indications to the processor 3140 and spectral component data, via multiplexer 3135, to the dual ported spectral data RAM 3145. Reference can be made at this point to the flow diagram of Fig. 32 which illustrates a routine for controlling the augmentation input processor 3140. The diamond 1502, and the associated loop, represent the waiting for detection of sync, whereupon the tile position indices, i,j, are initialized (block 1504). Inquiry is then made (diamond 1506) as to whether the motion flag status is 0. If so, no spectral data will follow the motion status flag, the next portion of the routine is bypassed, and the diamond 1575 is entered directly. If the flag status is not 0, inquiry is made (diamond 1508) as to whether the flag status is 1. If not, the block 1560 is entered directly. If so, however, motion at the current tile is indicated, and the high resolution bands in spectral data RAM 3145 therefore contain obsolete values. In such case, the next portion of the routine is utilized to remove these obsolete values from RAM 3145 and to insert a "0" via multiplexer 3135. In particular, the band index is initialized at 2 (block 1510), it being understood that it is not necessary to remove existing data from band 1 of storage, since the subsequent operation will cause insertion of new spectral data into band 1 (the motion flag status being 1 for this branch of the routine). The band component index k is then initialized (block 1512), and the block 1514 is entered, this block representing the setting of the component in spectral data RAM 3145, at address [i,j,b,k], to 0. Inquiry is then made (diamond 1517) as to whether the last k has been reached. If not, k is incremented (block 1520), block 1514 is re-entered, and the loop 1519 continues until all band components have been considered. Then, inquiry is made (diamond 1525) as to whether the last band has been reached. If not, the band index is incremented (block 1529), block 1512 is re-entered and the loop 1530 is continued until all bands have been considered. The block 1560 is then entered, and k is initialized. The received spectral component will then be stored in the spectral data RAM at address [i,j,flag(i,j) ,k], as represented by the block 1565. Inquiry is then made (diamond 1567) as to whether the last k has been reached. If not, k is incremented (block 1569), and the loop 1570 is continued until all components of the received spectral band have been read into their appropriate addresses in spectral data RAM 3145. The diamond 1575 is then entered (and is also entered directly from the "yes" output branch of diamond 1506), and inquiry is made as to whether last i [that is, the last tile of the row] has been reached. If not, i is incremented (block 1578), diamond 1506 is re-entered, and the loop 1580 is continued until the last i is reached. When this occurs, i is initialized to begin a new row (block 1582), and inquiry is made as to whether the last row has been reached (diamond 1585). If not, j is incremented (block 1587), diamond 1506 is re-entered, and the loop 1590 is continued until all tiles have been processed, whereupon the diamond 1502 is re-entered. Referring again to Fig. 31, the spectral-to-detail converter control processor is synchronized to the output of scan converter 3115. When an indication of a start of frame is received by processor 3155, it begins the routine of controlling inputting of spectral data information from RAM 3145 to inverse transform chip 3160 via the multiplexer 3150. Referring, in this regard, to the flow diagram of Fig. 33, the sync is awaited (diamond 3302 and associated loop), and the tile indices are then initialized (block 3305). A coefficient index, c, is then initialized (block 3308), to consider all coefficients [for example, 64 coefficients for an 8x8 pixel tile] to be coupled, for each tile, to the inverse transform chip 3160. Inquiry is made (diamond 3310) as to whether c is used (it being recalled that only some of the coefficients are utilized) . If not, a "0" is sent to the inverse transform chip 3160 by sending a command to the control line of multiplexer 3150. [Alternatively, if it is viable to permanently disable the not-used coefficients of inverse transform chip 3160, this operation would not be necessary. ] If the coefficient is used, the block 3320 is entered, this block representing the sending to the inverse transform chip of the component in the spectral data RAM at address [i,j,c]. Inquiry is then made (diamond 3330) as to whether the last coefficient has been reached. If not, c is incremented (block 3332), diamond 3310 is re-entered, and the loop 3335 is continued until all coefficients have been read into the inverse transform chip 3160. When this has been done for the current tile, the inverse transform operation is initialized (block 3340, and the "start" line in Fig. 31). Inquiry is then made (diamond 3360) as to whether the last tile of the row has been reached. If not, i is incremented (block 3345), block 3308 is re-entered, and the loop 3350 is continued until the row is completed. The index i is then initialized for the next row (block 3365), and inquiry is made (diamond 3368) as to whether the last row has been processed. If not, j is incremented (block 3380), block 3308 is re-entered, and the loop 3385 is continued until all rows of tiles have been processed. The diamond 3302 is then re-entered to again await the sync. The routine illustrated by the flow diagram of Fig. 34 is used to control the loading of tiles of output pixel data into, and then out of, the fifo circuit 3165 of Fig. 31, the fifo circuit being shown in Fig. 35. In the present embodiment there are eight fifos, 3521-3528, and they each receive the inputs from the inverse transform chip 3160. However, only one fifo is enabled to load at a time, under control of demultiplexer 3510. The demultiplexer 3510 receives the inverse transform clock and a fifo select control from processor 3155. In particular, referring to the routine of Fig. 34, the diamond 1710, and the associated loop, represents the waiting for sync of the output video to be generated. The completion of the inverse transform computation for the current tile is then awaited (diamond 1715 and the associated loop) , and a pixel index is initialized (block 1720). The demultiplexer 3510 is then controlled to select the fifo for the current pixel count (block 1725). Inquiry is then made (diamond 1730) as to whether the last pixel has been reached. If not, the pixel index is incremented (block 1735), the block 1725 is re-entered, and the loop 1740 continues until all pixels for the current tile have been read into the fifos. Inquiry is then made (diamond 1750) as to whether all tiles have been processed. If not, the tile index is incremented (block 1755), diamond 1715 is re-entered, and the loop 1751 continues until all tiles have been processed, whereupon the diamond 1710 is re-entered. The pixel information in the fifos is clocked out under control of demultiplexer 3540 which receives the video out clock and the line out enable, as seen in Fig. 35. The demultiplexer is controlled by the output of line counter 3550 which receives the line out enable, and, in the present embodiment, is a modulo 8 counter. The counter 3550 output also controls the multiplexer 3530 to select which fifo output is coupled to summer 3170 (Fig. 31), so that the information is read out a line at a time, after the 8x8 pixel data is read into the fifos 3521-3528. It will be understood that the techniques hereof are applicable regardless of the original resolution, and could be used to advantage for bandwidth compressing moving picture video information at any original bandwidth. It will also be understood that when a substantial portion of the scene is still (not in motion) for a substantial number of frame periods (e.g. more than five frame periods or 1/6 of a second) , very little picture information will be transmitted [since, as noted above, most tiles will be status "0"]. In such case, the additional bandwidth could be used to periodically send update information. Also, statistical multiplexing among a number of channels of the type described could take particular advantage of the dynamic bandwidth characteristics of each channel.

Claims: CLAIMS : 1. A method for combining a first video signal representative of a first image and a second video signal representative of a second image, comprising the steps of: filtering said first video signal to remove high frequency two-dimensional diagonal frequency components therefrom; filtering said second video signal to remove high frequency two-dimensional diagonal frequency components therefrom; two-dimensionally modulating the filtered second video signal; and combining said filtered first video signal with said modulated filtered second video signal. 2. The method as defined by claim 1, wherein said first and second video signals are electronic video signals, and said first and second images are different images. 3. The method as defined by claim 2, wherein said step of two-dimensionally modulating the filtered second video signal comprises modulating said filtered second video signal on a two-dimensional carrier. 4. The method as defined by claim 3, wherein said two- dimensional carrier has a vertical frequency of about half the video signal sampling frequency and a horizontal frequency of about half the video sampling frequency. 5. The method as defined by claim 1, wherein said step of filtering said first video signal comprises filtering said video signal with a two-dimensional low-pass filter. 6. The method as defined by claim 1 or 5, wherein said step of filtering said second video signal comprises filtering said second video signal with a two-dimensional low-pass filter. 7. The method as defined by claim 1 or 5, wherein said step of two-dimensionally modulating the filtered second video signal comprises modulating said filtered second video signal on a two-dimensional carrier. 8. The method as defined by claim 7, wherein said two- dimensional carrier has a vertical frequency of about half the video signal sampling frequency and a horizontal frequency of about half the video sampling frequency. 9. The method as defined by claim 2 or 8, wherein said step of two-dimensionally modulating the filtered second video signal comprises modulating said signal to obtain a two-dimensional frequency spectrum which does not substantially overlap with the two-dimensional frequency spectrum of the filtered first video signal. 10. The method as defined by claim 9, wherein said step of two-dimensional low-pass filtering of said first video signal comprises filtering said first video signal to obtain a two-dimensional frequency spectrum within a substantially triangular boundary. 11. The method as defined by claim 2, wherein said step of combining said filtered first video signal with said modulated filtered second video signal comprises adding said filtered first video signal and said modulated filtered second video signal. 12. The method as defined by claim 2, further comprising the step of storing and/or transmitting the combined signal obtained from said combining step. 13. A method as defined by claim 12, further comprising recovering said first video signal and second video signal from said combined signal. 14. The method as defined by claim 13, wherein said recovering comprises: two-dimensionally filtering said combined signal to obtain a first filtered component containing relatively low frequency two-dimensional diagonal frequency components and a second filtered signal component containing relatively high frequency two-dimensional diagonal frequency components; and two-dimensionally modulating said second filtered component. 15. The method as defined by claim 13, further comprising the steps of displaying said first filtered component and said modulated second filtered component. 16. For use in conjunction with a method for combining a first video signal representative of a first image and a second video signal representative of a second image, said method including the steps of: filtering said first video signal to remove high frequency two-dimensional diagonal frequency components therefrom; filtering said second video signal to remove high frequency two-dimensional diagonal frequency components therefrom; two-dimensionally modulating the filtered second video signal; and combining said filtered first video signal with said modulated filtered second video signal to produce a combined signal; a method for processing the combined signal to recover said first and second video signals, comprising the steps of: two-dimensionally filtering said combined signal to obtain a first filtered component containing relatively low frequency two-dimensional diagonal frequency components and a second filtered signal component containing relatively high frequency two-dimensional diagonal frequency components; and two-dimensionally modulating said second filtered component. 17. The method as defined by claim 16, further comprising the steps of displaying said first filtered component and said modulated second filtered component. 18. A method for combining a first video signal representative of a first image and a second video signal representative of a second image, comprising the steps of: two-dimensionally modulating said second video signal on a two-dimensional carrier; and combining said modulated second video signal with said first video signal. 19. A method for encoding a video signal, comprising the steps of: frequency separating the signal into first and second portions; and two-dimensionally modulating the second portion on a two-dimensional carrier. 20. The method as defined by claim 19, further comprising the step of combining the first portion and the modulated second portion. 21. The method as defined by claim 19 or 20, wherein said frequency separating step includes two-dimensional diagonal filtering. 22. A method for combining a first video signal representative of a first image and a second video signal representative of a second image, comprising the steps of: filtering said first video signal to remove high frequency two-dimensional diagonal frequency components therefrom; filtering said second video signal to remove high frequency two-dimensional diagonal frequency components therefrom; spatially decimating the filtered first video signal; spatially decimating the filtered second video signal; and combining the spatially decimated first video signal with the spatially decimated second video signal. 23. A method for encoding and transmitting a plurality of electronic video signals with improved interference immunity, comprising the steps of: filtering at least one of said electronic video signals to remove high frequency two-dimensional diagonal frequency components therefrom; transmitting said at least one filtered video signal; filtering at least a further one of said electronic video signals to remove high frequency two- dimensional diagonal frequency components therefrom; two-dimensionally modulating said filtered at least further one of said video signals; and transmitting the modulated and filtered at least further one of said video signals. 24. Apparatus for combining a first video signal representative of a first image and a second video signal representative of a second image, comprising: means for two-dimensionally modulating said second video signal on a two-dimensional carrier; and means for combining said modulated second video signal with said first video signal. 25. A method for encoding a video signal, comprising the steps of: dividing frames of the video signal into a multiplicity of tiles; separating the picture content of each tile into a plurality of frequency bands having a predetermined priority order; determining motion at each tile from changes in picture content of the tile from frame to frame; and generating signals for each frame that include an indication of the motion status for each tile and a representation of a frequency band for each tile, the frequency band representation for each particular tile being selected as a function of the motion status for said particular tile. 26. The method as defined by claim 25, wherein said plurality of frequency bands comprises at least three frequency bands. 27. The method as defined by claim 25 or 26, wherein said step of generating a signal that includes an indication of the motion status for each tile includes generating status signals that indicate, for each particular tile not exhibiting motion, the period for which said particular tile has not exhibited motion. 28. The method as defined by claim 27, wherein different frequency band representations are selected for each motion status. 29. The method as defined by claim 27, wherein one of said motion statuses results in selection of no frequency band representation for the tile having said one motion status. 30. The method as defined by claim 25, 27 or 29 wherein said step of separating the picture content of each tile on a frequency basis includes applying an orthogonal frequency transform to the picture content of each tile, and dividing the resultant coefficients into band " groups. 31. The method as defined by claim 30, further comprising the step of discarding coefficients representative of relatively high frequency diagonal frequency components of the picture information of each tile. 32. Apparatus for encoding a video signal, comprising: means for dividing frames of the video signal into a multiplicity of tiles; means for separating the picture content of each tile into a plurality of frequency bands having a predetermined priority order; means for determining motion at each tile from changes in picture content of the tile from frame to frame; and means for generating signals for each frame that include an indication of the motion status for each tile and a representation of a frequency band for each tile, the frequency band representation for each particular tile being selected as a function of the motion status for said particular tile. 33. Apparatus as defined by claim 32, wherein said means for generating a signal that includes an indication of the motion status for each tile includes means for generating status signals that indicate, for each particular tile not exhibiting motion, the period for which said particular tile has not exhibited motion. 34. A method for encoding a video signal, comprising the steps of: separating said video signal into a relatively low resolution component and a relatively high resolution detail component; dividing frames of the detail component into a multiplicity of tiles; separating the picture content of each tile into a plurality of frequency bands having a predetermined priority order; determining motion at each tile from changes in picture content of the tile from frame to frame; and generating signals for each frame that include an indication of the motion status for each tile and a representation of a frequency band for each tile, the frequency band representation for each particular tile being selected as a function of the motion status for said particular tile. 35. For use in conjunction with a method for encoding a video signal, comprising the steps of: dividing frames of the video signal into a multiplicity of tiles; separating the picture content of each tile into a plurality of at least three frequency bands having a predetermined priority order; determining motion at each tile from changes in picture content of the tile from frame to frame; and generating signals for each frame that include an indication of the motion status for each tile and a representation of a frequency band for each tile, the frequency band representation for each particular tile being selected as a function of the motion status for said particular tile; a decoding method comprising the steps of: storing frequency band representations for each tile; selecting stored frequency bands as a function of said motion status signals; and generating a decoded video signal from said selected stored frequency bands.

Inventors: CERULLO ALBERT, DHEIN ROBERT, GLASS GREGORY, SCHURE LOUIS, CERULLO, ALBERT, DHEIN, ROBERT, GLASS, GREGORY, SCHURE, LOUIS
Applicants: NEW YORK INST TECHN, NEW YORK INSTITUTE OF TECHNOLOGY
Application year: 1991
Main classification: H04N7
IPC codes: H04N7, H04N11