1. Concepts of Multimedia Processing and Transmission IT 481, Lecture #7 Dennis McCaughey, Ph.D. 19 March, 2007

2. 08/28/2006 IT 481, Fall 2006 2 Direct Video Broadcast (DVB) Systems Slide: Courtesy, Hung Nguyen

3. 08/28/2006 IT 481, Fall 2006 3 Processing of The Streams in The Set- Top Box (STB) Slide: Courtesy, Hung Nguyen

4. 08/28/2006 IT 481, Fall 2006 4 Multimedia Communications Standards and Applications Slide: Courtesy, Hung Nguyen

5. 08/28/2006 IT 481, Fall 2006 5 Video Coding Standards ITU H.261 for Video Teleconference (VTC) ITU H.263 for VTC over POTS ITU H.262 for VTC over ATM/broadband and digital TV networks ISO MPEG-1 for movies on CDROM (VCD) –1.2 Mbps for video coding and 256 Kbps for audio coding ISO MPEG-2 for broadcast quality video on DVD –2-15 Mbps allocated for audio and video coding Low-bit rate telephony over POTS –10 Kbps for video and 5.3 Kbps for audio Internet and mobile communication: MPEG-4 –Very Low Bit Rate (VLBR) code to be compatible with H.263 Multimedia content description interface MPEG-7 –Description schemes and description definition language for integrated multimedia search engine Slide: Courtesy, Hung Nguyen

6. 08/28/2006 IT 481, Fall 2006 6History H.261: –First video coding standard, targeted for video conferencing over ISDN. Uses block-based hybrid coding framework with integer- pixel MC H.263: –Improved quality at lower bit rate, to enable video conferencing/telephony below 54 kbps (modems, desktop conferencing) –Half-pixel MC and other improvement MPEG-1 video –Video on CD and video on the Internet (good quality at 1.5 mbps) –Half-pixel MC and bidirectional MC MPEG-2 video –SDTV/HDTV/DVD (4-15 mbps) –Extended from MPEG-1, considering interlaced video Slide: Courtesy, Hung Nguyen

7. 08/28/2006 IT 481, Fall 2006 7 H.261 Video Coding Standard For video-conferencing/video phone –Video coding standard in H.320 (VTC over switched phone network) which is an umbrella recommendation –Low delay (real-time, interactive) –Slow motion in general For transmission over ISDN –Fixed bandwidth: px64 Kbps, p=1,2,…,30 Video Format: –CIF (352x288, above 128 Kbps) - Common Interface Format –QCIF (176x144, 64-128 Kbps) - Quarter CIF –4:2:0 color format, progressive scan Published in 1990 Each macroblock can be coded in intra- or inter-mode Periodic insertion of intra-mode to eliminate error propagation due to network impairments Integer-pixel accuracy motion estimation in inter-mode Slide: Courtesy, Hung Nguyen

8. 08/28/2006 IT 481, Fall 2006 8 H.261 Encoder F: Loop filter; P: motion estimation and compensation Loop filter: apply low-pass filter to smooth the quantization noise in previously reconstructed frames before motion estimation and compensation Slide: Courtesy, Hung Nguyen

9. 08/28/2006 IT 481, Fall 2006 9 Picture Frames - Overview Three frame types: I-Picture (Intra-frame picture), P- Picture (Inter-frame predicted picture) and B-Picture (Bi- directional predicted- interpolated pictures) I-Picture is being coded by intra-frame coding. When encoding I-Picture, we only reduce the spatial redundancy in the picture without referencing other pictures. The coding process is much similar to JPEG Standard. So encoding I-Picture is less complex than P-frame and B-frame The basic coding unit is a 8 by 8 matrix block. A macroblock is consists of six block: 4 block of luminance (Y), one block of Cb chrominance, and one block of Cr chrominance Slide: Courtesy, Hung Nguyen

10. 08/28/2006 IT 481, Fall 2006 10 Frame Types Intracoded Frames -> I-Frames –Level of compression is relatively small 10:1 to 20:1 –Present at regular intervals to limit extent of errors –Number of frames between I-frames is known as the Group of pictures (GOP) –10:1 to 20:1 compression ratio Intercoded Frames –Predicted Frames-> P-Frames Significant compression level achieved here Errors are propagated 20:1 to 30:1 compression ratio –Bidirectional Frames -> B-Frames Highest levels of compression achieved B-frames are not used for prediction, thus errors are not propagated 30:1 to 50:1 compression ratio

11. 08/28/2006 IT 481, Fall 2006 11 Macro Blocks & Color Sub-sampling Schemes A macroblock consists of 4 8x8 pixel blocks Slide: Courtesy, Hung Nguyen

12. 08/28/2006 IT 481, Fall 2006 12 Sub-sampling of Chrominance Information Transforming (R,G,B)->(Y,Cb,Cr) provides two advantages: 1)The human visual system (HVS) is more sensitive to Y component than the Cb or Cr components. 2) Cb and Cr are far less correlated with Y than R with G, R with Blue and Blue with G, thus reducing TV transmission bandwidths. Cb and Cr both require far less bandwidth and can be sampled more coarsely (Shannon). By doing so we can reduce data without affecting visual quality from a personal view. Slide: Courtesy, Hung Nguyen

13. 08/28/2006 IT 481, Fall 2006 13 Color Space Conversion In general, each pixel in a picture consists of three components : R (Red), G (Green), B (Blue). (R,G,B) must be converted to (Y,Cb,Cr) in MPEG-1 before processing We can view the color value of each pixel from RGB color space, or YCbCr color space Because (Y,Cb,Cr) is less correlated than (R,G,B), coding using (Y,Cb,Cr) components is more efficient. (Y,U,V) can also be used to denote (Y,Cb,Cr), however it most appropriately represents the analog TV equivalent Slide: Courtesy, Hung Nguyen

14. 08/28/2006 IT 481, Fall 2006 14 RGB Image

15. 08/28/2006 IT 481, Fall 2006 15 Compressed Image (QSF=24)

16. 08/28/2006 IT 481, Fall 2006 16 Luminance Plane (Y)

17. 08/28/2006 IT 481, Fall 2006 17 Blue Chrominance Plane (Cb)

18. 08/28/2006 IT 481, Fall 2006 18 Red Chrominance Plane (Cr)

19. 08/28/2006 IT 481, Fall 2006 19Red

20. 08/28/2006 IT 481, Fall 2006 20Green

21. 08/28/2006 IT 481, Fall 2006 21Blue

22. 08/28/2006 IT 481, Fall 2006 22 DCT (discrete cosine transform) DCT is used to convert data from the spatial domain to data in frequency domain. The higher frequency coefficients can be more coarsely quantized without a perceived loss of image quality due to the fact that the HVS is less sensitive to the higher frequencies and they contain less energy. The DCT coefficient at location (0,0) is called DC coefficient and the other values we call them AC coefficients. In general, we use large quantization step in quantizing the higher AC coefficients. Higher precision is required for the DC term in order to avoid blocking in the reconstructed image. In MPEG-1, we use 8*8 DCT. By using this transform we can convert a 8 by 8 pixel block to another 8 by 8 block. In general most of the energy(value) is concentrated to the top- left corner. After quantizing the transformed matrix, most data in this matrix may be zero, then using zig-zag order scan and run length coding can achieve a high compression ratio. Slide: Courtesy, Hung Nguyen

23. 08/28/2006 IT 481, Fall 2006 23 Transform Coding (TC) Pack the signal energy into as few transform coefficients as possible The DCT yields nearly optimal energy concentration A 2-dimensional DCT with block size of 8x8 pixels is commonly used in today’s image coder Transform is followed by quantization and entropy coding Slide: Courtesy, Hung Nguyen

24. 08/28/2006 IT 481, Fall 2006 24 2D DCT and IDCT u, v, x, y = 0, 1,2, ….,7 Slide: Courtesy, Hung Nguyen

25. 08/28/2006 IT 481, Fall 2006 25 DCT Scan Modes The zigzag scan used in MPEG-1 is suitable for progressive images where frequency components have equal importance in each horizontal and vertical direction. (Frame pictures only) In MPEG-2, an alternate scan is introduced because interlaced images tend to have higher frequency components in the vertical direction. Thus, the scanning order weighs more on the higher vertical frequencies than the same horizontal frequencies. Selection between these two zigzag scan orders can be made on a picture basis. (Frame and field pictures allowed) Slide: Courtesy, Hung Nguyen

26. 08/28/2006 IT 481, Fall 2006 26 Motion Compensation Try to match each block in the actual picture to content in the previous picture. Matching is made by shifting each of the 8 x 8 blocks of the two successive pictures pixel by pixel each direction -> Motion vector Subtract the two blocks -> Difference block Transmit the motion vector and the difference block Slide: Courtesy, Hung Nguyen

27. 08/28/2006 IT 481, Fall 2006 27Quantization In MPEG-1, a matrix called the quantizer ( Q[i,j] ) defines the quantization step. If ( X[i,j] ) is the DCT matrix with the same size as Q[i,j], X[i,j] is divided by Q[i,j]*QSF to obtain the quantized value matrix Xq[i,j]. QSF is the Quantization Scale Factor –Quantization Equation : Xq[i,j] = Round( X[i,j]/(Q[i,j] *QSF)) Inverse Quantization (dequantize) is to reconstruct original value. –Inverse Quantization Equation : X'[i,j]=QSF*Xq[i,j]*Q[i,j] The difference between actual value and reconstructed value from quantized value is called the quantization error. In general if we carefully design Q[i,j], visual quality will not be affected. Slide: Courtesy, Hung Nguyen

28. 08/28/2006 IT 481, Fall 2006 28 Quantization (cont’d) Slide: Courtesy, Hung Nguyen

29. 08/28/2006 IT 481, Fall 2006 29 Average Distribution of AC Coefficients

30. 08/28/2006 IT 481, Fall 2006 30 MPEG (Moving Picture Expert Group) Established in January 1988 Operated in the framework of the Joint ISO/IEC Technical Committee ISO: International Organization for Standardization IEC: International Electro-technical Commission First meeting was in May 1988 with 25 experts participated Grown to 350 experts from 200 companies in some 20 countries As a rule, MPEG meets in March, July and November & could be more often as needed Slide: Courtesy, Hung Nguyen

31. 08/28/2006 IT 481, Fall 2006 31 MPEG-1 – Coding of Moving Pictures and Associated Audio Request for Proposal (RFP) July 1989 Adopted in 1993 Coding of audiovisual signal at 1.5 Mbps Audio coding is separate from speech at 256 Kbps/per channel PCM Five parts: systems, video, audio, conformance testing and software simulation Slide: Courtesy, Hung Nguyen

32. 08/28/2006 IT 481, Fall 2006 32 MPEG-1 Overview In MPEG-1, video is represented as a sequence of pictures, and each picture is treated as a two-dimensional array of pixels (pixels) The color of each pixel is consists of three components : Y (luminance), Cb and Cr (two chrominance components) –Composite video, aka baseband video or RCA video, is the analog waveform that conveys the image data in a conventional National Television Standards Committee (NTSC) television signal –Composite video contains chrominance (hue and saturation) and luminance (brightness) information, along with synchronization and blanking pulses In order to achieve high compression ratio, MPEG-1 must use hybrid coding techniques to reduce both spatial redundancy and temporal redundancy Slide: Courtesy, Hung Nguyen

33. 08/28/2006 IT 481, Fall 2006 33 MPEG-1 Overview Audio/video on CD-ROM (1.5 Mbps, CIF: 352x240) –Maximum: 1.856 mbps, 768x576 pixels Start late 1988, test in 10/89, Committee Draft 9/90 ISO/IEC 11172-1~5 (Systems, video, audio, compliance, software). Prompted explosion of digital video applications: MPEG1 video CD and downloadable video over Internet Software only decoding, made possible by the introduction of Pentium chips, key to the success in the commercial market MPEG-1 Audio –Offers 3 coding options (3 layers), higher layer have higher coding efficiency with more computations –MP3 = MPEG1 layer 3 audio Slide: Courtesy, Hung Nguyen

34. 08/28/2006 IT 481, Fall 2006 34 MPEG-2 vs. MPEG-1 MPEG-2 is a superset of MPEG-1. Generally, MPEG-1 is used for CD-ROM or Video CD (VCD) and MPEG-2 is used for broadcast or DVD. One current difference between MPEG-1 and MPEG-2 is that MPEG-2 has implemented variable bit rate. MPEG-2 also is what’s known as a closed format, meaning that a license fee must be paid to use the decoding algorithms, where MPEG-1 can be implemented free of charge. Slide: Courtesy, Hung Nguyen

35. 08/28/2006 IT 481, Fall 2006 35 MPEG2 vs. MPEG1 (cont’d) MPEG1 only handles progressive sequences specified by Source Input Format (SIF). MPEG2 is targeted primarily at interlaced, as opposed to progressive for MPEG-1, sequences and at higher resolution. Different DCT modes and scanning methods are developed for interlaced sequences. More sophisticated motion estimation methods (frame/field prediction mode) are developed to improve estimation accuracy for interlaced sequences. MPEG2 has various scalability modes. MPEG2 has various profiles and levels, each combination targeted for a different application Slide: Courtesy, Hung Nguyen

36. 08/28/2006 IT 481, Fall 2006 36 MPEG Encoding Frame Types IIntraEncode complete image, similar to JPEG PForward PredictedMotion relative to previous I and P’s BBackward PredictedMotion relative to previous & future I’s & P’s I1I1 B1B1 B2B2 B3B3 P1P1 B4B4 B5B5 B6B6 P2P2 B7B7 B8B8 B9B9 I2I2 Slide: Courtesy, Hung Nguyen

37. 08/28/2006 IT 481, Fall 2006 37 –I frame complete image –P frames provide series of updates to most recent I frame I1I1 P1P1 P2P2 I2I2 updates I 1 +P 1 I 1 +P 1 +P 2 Frame Reconstruction (I & P Frames Only) Slide: Courtesy, Hung Nguyen

38. 08/28/2006 IT 481, Fall 2006 38 Using Forward-Backward Prediction If only forward prediction is used, there are uncovered areas (such as block behind car in Frame N) for which we may not be able to find a good match from the previous reference picture (Frame N-1). On the other hand, backward prediction can properly predict these uncovered areas since they are available in the future reference picture, i.e. frame N+1 in this example. New objects such as an airplane moving into the picture, cannot be predicted from the previous picture, but can be predicted from the future picture. Backward PredictionForward Prediction Slide: Courtesy, Hung Nguyen

39. 08/28/2006 IT 481, Fall 2006 39 –B frames interpolate between frames represented by I’s & P’s I1I1 I2I2 I 1 +P 1 I 1 +P 1 +P 2 B1B1 B2B2 B3B3 B4B4 B5B5 B6B6 B7B7 B8B8 B9B9 Interpolations Frame Reconstruction (cont’d) Slide: Courtesy, Hung Nguyen

40. 08/28/2006 IT 481, Fall 2006 40 Transmission Order of the Frames Slide: Courtesy, Hung Nguyen

41. 08/28/2006 IT 481, Fall 2006 41 Intra-frame Encoding Process Decomposing image to three components in RGB space Converting RGB to YCbCr Dividing image into several macroblocks (each macroblock has 6 blocks, 4 for Y, 1 for Cb, 1 for Cr) DCT transformation for each block After DCT transform, Quantizing each coefficient Then use zig-zag scan to gather AC value Use DPCM to encode the DC value, then use VLC to encode it Use RLE to encode the AC value, then use VLC to encode it

42. 08/28/2006 IT 481, Fall 2006 42 I-Picture Encoding Flow Chart Slide: Courtesy, Hung Nguyen

43. 08/28/2006 IT 481, Fall 2006 43

44. 08/28/2006 IT 481, Fall 2006 44 Inter-frame Coding The kind of pictures that are using the intra-frame coding technique are P pictures and B pictures Coding of the P pictures is more complex than for I pictures, since motion-compensated macroblocks may be constructed –The difference between the motion compensated macroblock and the current macroblock is transformed with a 2-dimensional DCT giving an array of 8 by 8 transform coefficients. –The coefficients are quantized to produce a set of quantized coefficients. The quantized coefficients are then encoded using a run-length value technique. Slide: Courtesy, Hung Nguyen

45. 08/28/2006 IT 481, Fall 2006 45 Inter-frame Encoding Process Decomposing image to three components in RGB space Converting RGB to YCbCr Perform motion estimation to record the difference between the encoding frame and the reference frame stored within the frame buffer Dividing image into several macroblocks (each macroblock has 6 blocks, 4 for Y, 1 for Cb, 1 for Cr) DCT transformation for each block Quantizing each coefficient Use zig-zag scan to gather AC value Reconstruct the frame and store it to the frame buffer if necessary DPCM is applied to encode the DC value, then use VLC to encode it Use RLE to encode the AC value, then use VLC to encode it Slide: Courtesy, Hung Nguyen

46. 08/28/2006 IT 481, Fall 2006 46 Predictive Coding Predictive coding is a technique to reduce statistical redundancy. That is based on the current value to predict next value and code their difference (called prediction error). If we predict next value more precisely, then the prediction error will be small. So we can use less bits to encode prediction error than actual value. In MPEG-1, we use DPCM (Difference Pulse Coded Modulation) techniques which is a kind of predictive coding. And it is only used in DC coefficient Slide: Courtesy, Hung Nguyen

47. 08/28/2006 IT 481, Fall 2006 47 Motion Compensation (MC) And Motion Estimation (ME) Motion Estimation is to predict a block of pixels' value in next picture using a block in current picture. The location difference between these blocks is called Motion Vector. And the difference between two blocks is called prediction error. In MPEG-1, encoder must calculate the motion vector and prediction error. When decoder obtain these information, it can use this information and current picture to reconstruct the next picture. We usually call this process as Motion Compensation. In general, motion compensation is the inverse process of motion Estimation Slide: Courtesy, Hung Nguyen

48. 08/28/2006 IT 481, Fall 2006 48 Motion Estimation (ME) Slide: Courtesy, Hung Nguyen

49. 08/28/2006 IT 481, Fall 2006 49 Motion Compensation (MC) Slide: Courtesy, Hung Nguyen

50. 08/28/2006 IT 481, Fall 2006 50 P-Frame Encoding: Macroblock Structure

51. 08/28/2006 IT 481, Fall 2006 51 P-Frame Encoding: Encoding Procedure

52. 08/28/2006 IT 481, Fall 2006 52 Example Frame Sequences I and P Frames Only I,P and B Frames

53. 08/28/2006 IT 481, Fall 2006 53 Coding of P Pictures As in I pictures, the encoder needs to store the decoded P pictures since this may be used as the starting point for motion compensation. Therefore, the encoder will reconstruct the image from the quantized coefficients. In coding P pictures, the encoder has more decisions to make than in the case of I pictures –Selection of Macroblock Type: There are 8 types of macroblock in P pictures. –Motion Compensation Decision: The encoder has an option on whether to transmit motion vectors or not for predictive-coded macroblocks. –Intra/Non-intra Coding Decision Coded/Not Coded Decision: After quantization, if all the coefficients in a block is zero then the block is not coded. –Quantizer/No Quantizer Decision: Quantizer scale can be altered which will affect the picture quality. Slide: Courtesy, Hung Nguyen

54. 08/28/2006 IT 481, Fall 2006 54 The Inter-frame Encoding Flow Chart Slide: Courtesy, Hung Nguyen

55. 08/28/2006 IT 481, Fall 2006 55 Coding of P Pictures (cont’d) Slide: Courtesy, Hung Nguyen

56. 08/28/2006 IT 481, Fall 2006 56 Coding of B Pictures B pictures are divided into slices in the same way as I and P pictures. Since B pictures are not used as a reference for motion compensation, errors in B pictures are slightly less important than in I or P pictures. Consequently, it might be appropriate to use fewer slices for B pictures

57. 08/28/2006 IT 481, Fall 2006 57 Decisions to be made when coding the B pictures Selection of Macroblock Type: There are 12 types of macroblock in B pictures. Compare with P pictures, there are extra types due to the introduction of the backward motion vector. If both the backward and backward motion vectors are present, then motion-compensated macroblocks are constructed from both previous and future pictures, and the result is averaged to form the "interpolated" motion-compensated macroblock. Selecting Motion Compensation Mode Intra/Non-Intra Coding Coded/Not Coded Decision Slide: Courtesy, Hung Nguyen

58. 08/28/2006 IT 481, Fall 2006 58 Coding of B-Pictures

59. 08/28/2006 IT 481, Fall 2006 59 Variable Length Coding (VLC) In MPEG-1, the last of all encoding processes is to use a Huffman Code to reduce data redundancy and the first step in decoding process is to decode VLC to reconstruct image data Encoding and decoding processes with a Huffman Code must refer to a code table having two entries –The original data and the corresponding codeword. –In MPEG-1 standard, multiple code tables are defined in MPEG-1 Standard 2-ANNEX C. The use of multiple code tables improves the compression ratio. Slide: Courtesy, Hung Nguyen

60. 08/28/2006 IT 481, Fall 2006 60 MPEG-2 vs. MPEG-1 MPEG-2 is a superset of MPEG-1. Generally, MPEG-1 is used for CD-ROM or Video CD (VCD) and MPEG-2 is used for broadcast or DVD. One current difference between MPEG-1 and MPEG-2 is that MPEG-2 has implemented variable bit rate. MPEG-2 also is what’s known as a closed format, meaning that a license fee must be paid to use the decoding algorithms, where MPEG-1 can be implemented free of charge. Slide: Courtesy, Hung Nguyen

61. 08/28/2006 IT 481, Fall 2006 61 MPEG2 vs. MPEG1 (cont’d) MPEG1 only handles progressive sequences specified by Source Input Format (SIF). MPEG2 is targeted primarily at interlaced, as opposed to progressive for MPEG-1, sequences and at higher resolution. Different DCT modes and scanning methods are developed for interlaced sequences. More sophisticated motion estimation methods (frame/field prediction mode) are developed to improve estimation accuracy for interlaced sequences. MPEG2 has various scalability modes. MPEG2 has various profiles and levels, each combination targeted for a different application Slide: Courtesy, Hung Nguyen

62. 08/28/2006 IT 481, Fall 2006 62 MPEG2 Overview A/V broadcast (TV, HDTV, Terrestrial, Cable, Satellite, High Speed Inter/Intranet) as well as DVD video 4~8 Mbps for TV quality, 10-15 Mbps for better quality at SDTV resolutions (BT.601) 18-45 Mbps for HDTV applications –MPEG-2 video high profile at high level is the video coding standard used in HDTV Test in 11/91, Committee Draft 11/93 ISO/IEC 13818-1~6 (Systems, video, audio, compliance, software, DSM-CC) Consist of various profiles and levels Backward compatible with MPEG1 MPEG-2 Audio –Support 5.1 channel –MPEG2 AAC (Advanced Audio Coding): requires 30% fewer bits than, and not backward compatible with, MPEG1 layer 3 or MP3 Slide: Courtesy, Hung Nguyen

63. 08/28/2006 IT 481, Fall 2006 63 Features Supported by the MPEG-2 Algorithm Different chrominance sampling formats (i.e., 4:2:0, 4:2:2, and 4:4:4) can be represented Video in both the progressive and interlaced scan formats can be encoded The decoder can use 3:2 pull down to represent a ~24 fps film as ~30 fps video The displayed video can be selected by a movable pan-scan window within a larger raster A wide range for picture qualities can be used Both constant an variable bit rate channels are supported ISO/IEC 11172-2 bit streams are decodable Bit streams for high and low (hardware) complexity decoders can be generated Editing of encoded video is supported The encoded bit stream is resilient to errors Slide: Courtesy, Hung Nguyen

64. 08/28/2006 IT 481, Fall 2006 64 MPEG-2 Slice and Macro-block Structure Slide: Courtesy, Hung Nguyen

65. 08/28/2006 IT 481, Fall 2006 65 MPEG-2 Bit Stream Syntax GOF: Group of Frames Slide: Courtesy, Hung Nguyen

66. 08/28/2006 IT 481, Fall 2006 66 Progressive vs. Interlaced Scanning In the Interlaced video, each displayed frame consists of two interlaced fields, with the scanning lines in Field 1 located between the lines of Field 2. On the contrary, the Progressive video has all the lines of a picture displayed in one frame. Thus, progressive video requires a higher picture rate than the frame-rate of an Interlaced video, to avoid a flickering display. (a) Progressive Scan (b) Interlaced Scan Slide: Courtesy, Hung Nguyen

67. 08/28/2006 IT 481, Fall 2006 67 Disadvantage of Interlaced Scanning A moving object may appear distorted when two fields are merged into a frame. Since a moving ball will be at different locations in the two fields in the Interlaced Format, the ball will look distorted when two fields are put into a frame Interlaced video also tends to cause horizontal picture details to dither thus introduces more high frequency noises (a) Progressive Scan (b) Interlaced Scan Slide: Courtesy, Hung Nguyen

68. 08/28/2006 IT 481, Fall 2006 68 Field vs. Frame DCT Frame-based DCT: Suitable for the blocks in the background or in a still image having little motion because these blocks have high correlation between pixel values from adjacent scan lines. Field-based DCT: Suitable for blocks having motion because motion causes distortion and may introduce high-frequency noises into the interlaced frame. Slide: Courtesy, Hung Nguyen

69. 08/28/2006 IT 481, Fall 2006 69 HDTV Standards StandardSamples/LineNumber of LinesAspect Ratio Advanced television (ATV)128072016/9 Digital Video Broadcast (DVB) 144011524/3 Multiple Sub-Nyquist Sampling Encoding (MUSE) 1920103516/9 ITU-R HDTV1920115216/9

70. 08/28/2006 IT 481, Fall 2006 70Summary H.261: –First video coding standard, targeted for video conferencing over ISDN. Uses block-based hybrid coding framework with integer- pixel MC H.263: –Improved quality at lower bit rate, to enable video conferencing/telephony below 54 bkps (modems, desktop conferencing) –Half-pixel MC and other improvement MPEG-1 video –Video on CD and video on the Internet (good quality at 1.5 mbps) –Half-pixel MC and bidirectional MC MPEG-2 video –SDTV/HDTV/DVD (4-15 mbps) –Extended from MPEG-1, considering interlaced video Slide: Courtesy, Hung Nguyen