Presentation is loading. Please wait.

Presentation is loading. Please wait.

TSBK01 Image Coding and Data Compression Lecture 10 Jörgen Ahlberg

Similar presentations

Presentation on theme: "TSBK01 Image Coding and Data Compression Lecture 10 Jörgen Ahlberg"— Presentation transcript:

1 TSBK01 Image Coding and Data Compression Lecture 10 Jörgen Ahlberg
Video Coding TSBK01 Image Coding and Data Compression Lecture 10 Jörgen Ahlberg

2 Outline Colour coding Moving images: From 2D to 3D? Hybrid coding
Video coding standards

3 Three base colours enough to synthesize any visible colour!
Part I: Colour Coding The base colours of colour television are Red: 700 nm Green: 546 nm Blue: 435 nm Three base colours enough to synthesize any visible colour!

4 The Colour Vector B In this plane, the luminance Y = R+G+B = 1 R G

5 The PAL colours R Y G Matrix R-Y B B-Y Y = 0.30B + 0.59G + 0.11B
Cr = 0.70R G B Cb = R G B Y luminance; Cr, Cb chrominance

6 Digital Colour Coding Y Y U V 4:2:0 U V 4:2:2
Change basis to YUV (almost the same as YCrCb). For more info on color spaces, see colour FAQ at The Human Visual System perceives the luminance in higher resolution than the chrominance! Subsample the colour components. Y U V 4:2:0 Y U V 4:2:2

7 Part II: Coding of Moving Images
Principle I - Extend known methods to 3D Coding Method Prestanda (bpp) Complexity Decoding complexity PCM 6 – 8 Low VQ 0.5 – 2 Very high Predictive 2 – 5 Transform 0.5 – 1.5 High Subband/ Wavelet 0.1 – 1.0 Fractal

8 Extending 2D Methods Predictive coding Transform coding Subband coding
3D predictors Motion compensated predictors Transform coding 3D transforms Subband coding 3D subband filters BUT! The properties of the image signal are different in the temporal and the spatial domain!

9 Hybrid predictive/transform coding popular++
Thus: Principle II: Hybrid methods Hybrid predictive/transform coding popular++

10 Part III: Hybrid Coding
Combine predictive coding and transform coding. Use predictive coding to predict the next frame in the sequence. Use transform coding to code the prediction error.

11 Transform Coding T Q VLC
T: Transform Q: Quantizer VLC: Variable Length Coder

12 Predictive Coding Q VLC Q-1 P Q: Quantizer Q-1: Inverse quantizer (reconstructor) P: Predictor

13 Hybrid Coding T Q VLC Q-1 T-1 P

14 Better prediction if it can compensate for motion!
Frame Prediction Predictively coded P-frames Intra-coded I-frame Better prediction if it can compensate for motion!

15 Motion Compensation

16 Motion Compensated Hybrid Coding
TQ-1 TQ P VLC TQ: Transform + quantization ME ME: Motion estimation VLC

17 Motion Compensation Typically one motion vector per macroblock (4 transform blocks) Motion estimation is a time consuming process Hierarchical motion estimation Maximum length of motion vectors Clever search strategies Motion vector accuracy: Integer, half or quarter pixel Bilinear interpolation

18 Part IV: Video Coding Standards
Mobile videophone Videophone over PSTN ISDN videophone Video CD Digital TV HDTV 8 16 64 384 1.5 5 20 kbit/s Mbit/s Very low bitrate Low bitrate Medium bitrate High bitrate MPEG-4 H.263 H.261 MPEG-1 MPEG-2

19 Standards H.26x Standards for real time communication like video telephony and video conferencing. Standardized by ITU. MPEG Standards for stored video data like movies on CDs, DVDs, etc. Standardized by ISO.

20 H.261 Standard for ISDN picture phones in 1990. Motion compensation:
One motion vector per macroblock. One macroblock = four 8£8 luminance blocks + two chrominance blocks (one U and one V). Motion vectors max 15 pixels long in each direction. Format: CIF (352£288) or QCIF (176£144) 7.5 – 30 frames/s. Bitrate: Multiple of 64 kbit/s (=ISDN) including audio. Quality: Acceptable for small motion at 128 kbit/s.

21 H.263 Standard for picture telephones over analog subscriber lines in 1995. Format: CIF, QCIF or Sub-QCIF. Usually less than 10 frames/s. Bitrate: Typically 20 – 30 kbit/s. Quality: With new options as good as H.261 (at half the bitrate).

22 MPEG Moving Pictures Expert Group – a committee under ISO and IEC.
Original plan: MPEG-1 for 1.5 Mbit/s (VideoCD) MPEG-2 for 10 Mbit/s (Digital TV) MPEG-3 for 40 Mbit/s (HDTV) What happened: MPEG-1 for 1.5 Mbit/s (Video CD) MPEG-2 for 2 – 60 Mbit/s (TV and HDTV) MPEG-4, -7 and -21 for other things.

23 MPEG-1 ISO/IEC standard in 1991.
Target bitrate around 1.5 Mbit/s (Video CD). Properties: Bi-directionally predictively coded frames (”B-frames”, see next slide). More flexible than H.261. Almost JPEG for intra frames. Format: CIF No interlace. 24 – 30 frames/s.

24 Bi-directionally predictively coded B-frames
MPEG Frame Types Predictively coded P-frames Intra-coded I-frame Bi-directionally predictively coded B-frames I B P Group of frames (GOF)

25 MPEG-coding of I-frames
Intracoded 8£8 DCT Arbitrary weighting matrix for coefficients Predictive coding of DC-coefficients Uniform quantization Zig-zag, run-level, entropy coding

26 MPEG-coding of P-frames
Motion compensated prediction from I- or P-frame. Half-pixel accuracy of motion vectors, bilinear interpolation. Predictive coding of motion vectors. Prediction error coded as I-frame.

27 MPEG-coding of B-frames
Motion compensated prediction from two consecutive I- or P-frames. Forward prediction only (1 vector/macroblock). Backward prediction only (1 vector/macroblock). Average of fwd and bwd (2 vectors/macroblock). Otherwise as P-frames.

28 MPEG-2 ISO/IEC standard in 1994. Properties: Format: Bitrate:
Handles interlace (optimized for TV) Even more flexible than MPEG-1 Format: 352£288 704£576 (25 frames/s) or 720£480 (30 frames/s) 1440£1152 or 1920£1080 (HDTV) Bitrate: 2 – 60 Mbit/s ~4 Mbits/s: Image quality similar to PAL / NTSC / SECAM. 18 – 20 Mbit/s: HDTV.

29 MPEG-2 (cont.) Profiles: Experience tells that:
Simple profile without B-frames. Scaleable profiles. Experience tells that: At 1.5 – 2 Mbit/s MPEG-2 is not better than MPEG-1. With manual interaction at the coding, good quality can be achieved at 3 – 4 Mbit/s. Problems with implementing the full standard has caused compatibility problems. Buffering and rate control hard problems.

30 MPEG-4 ISO/IEC standard in 1998, version 2 in 1999
Instead of frames as coding units, MPEG-4 use audio-visual objects Focus is not primarily on compression, but on content-based functionality Contains definitions of: Media object types (video, audio, text, graphics, ...) Parameters for describing the objects Bitstream syntax for the (compressed) parameters Scene description, file format, streaming, synchronization, ... Allows mixing of media objects.

31 Parts of the MPEG-4 standard
Part 1, Systems, contains The bitstream syntax and the the binary ”language” for scene description Computer graphics object descriptions Multiplexing, transport, ... Part 2, Visual, contains Video coding Still image coding Texture coding, ... Part 3, Audio, contains a toolbox of audio coders for different applications ...

32 Structure of an MPEG-4 Decoder
A/V object Decoder A/V object Decoder Bitstream Audio/Video scene MUX Compositor A/V object Decoder

33 MPEG-4 (Natural) Video Instead of frames: Video Object Planes
Coded with Shape Adaptive DCT Alpha map A video frame Background VOP VOP SA DCT

34 MPEG-4 Video Coding TQ-1 TQ VLC Mux VLC VLC
TQ: Transform + quantization TQ-1 TQ VLC Predictor Motion estimation Mux VLC VLC Shape coding

35 Synthetic/Natural Hybrid Coding
Mix traditional video with 2D/3D graphics Compose virtual environments Easy to add text, graphs, images, etc High compression Receive object from separate sources Use predefined or locally defined objects Scaleability Progressive decoding Better terminal gives better quality.

36 Synthetic Objects 2D/3D graphics VRML scenes and objects
Lines, polygons Still images Image/video mapping on polygon meshes VRML scenes and objects Animated people More on animation and virtual characters in Lecture 12! Synthetic audio More on natural and synthetic audio in Lecture 11!

37 All mixed in the decoder!!!
Natural video object mapped on 2D mesh Natural video object Still image or natural video object mapped on animated 3D mesh Computer graphics generated virtual environment All mixed in the decoder!!!

38 Virtual Environments Downloaded virtual environment
Different environments for different users Simple change between environments Synthetic environments are cheaper than real ones

39 Tools for Synthetic Objects
Wavelet-based still image compression Scaleable quality and resolution Progressive decoding Can be mapped on 2D or 3D meshes Compression of 2D and 3D meshes Mesh geometry and animation Transmit vertex coordinates and let the receiving terminal calculate the polygons A moving or still image can be mapped on the mesh (texture mapping).

40 More Tools for Synthetic Objects
Face and Body Animation Text-to-speech (TTS) interface View-dependent scaleable texture Information about the users view position in a 3D scene is transmitted on a back-channel Only the necessary texture information is transmitted to the user

41 View-dependent Scaleable Texture
The texture is mapped on a surface Original texture What the user sees

42 Other formats Microsoft, RealVideo, QuickTime, ...
All are variations of the hybrid coder used in MPEG-coders, with some extra features.

43 ITU and ISO in cooperation:
New Stuff ITU and ISO in cooperation: H.264 = MPEG-4 part 10 Finished in 2003.

44 H.264 / MPEG-4 part 10 4£4 integer transform (approximating DCT).
Prediction of blocks of sizes up to 16£16. Motion vectors for blocks of sizes 4£4 up to 16£16. Up to 5 reference images for prediction. Non-uniform qunatization. Arithmetic coding of run-level pairs.

45 More on audio coding in Lecture 11.
What about the sound? MPEG-1 Audio layer I, II and III (mp3). MPEG-2 Four channels, same codec as in MPEG-1. AAC (Advanced Audio Codec) added later. MPEG-4 AAC Two speech coders Structured audio And more... More on audio coding in Lecture 11.

46 Conclusion Color coding Moving image coding
Change basis from RGB to YUV Colour components are compressed harder than the luminance Moving image coding Hybrid coding: Motion compensated predictive coding and transform coding of the prediction error I-, P-, and B-frames Object-based coding (MPEG-4) mixing synthetic and natural audio & video

47 Conclusion (cont) Standards MPEG-1: Video CD MPEG-2: Digital TV
MPEG-4: Multimedia H.261: ISDN videophone H.263: PSTN videophone H.264 / MPEG-4 part 10: Universal video

48 That was the last slide!

Download ppt "TSBK01 Image Coding and Data Compression Lecture 10 Jörgen Ahlberg"

Similar presentations

Ads by Google