interframe wavelet coding the status of interframe wavelet coding exploration in mpeg iso/iec...
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Interframe Wavelet Coding
The Status of Interframe Wavelet Coding Exploration in MPEG
ISO/IEC JTC1/SC29/WG11MPEG2002/N4928
Klagenfurt, July 2002
Adaptive Motion-Compensated Wavelet Filtering for Image Sequence Coding
IEEE TRANSACTIONS ON IMAGE PROCESSINGVOL. 6, NO. 6, JUNE 1997
Jean-Pierre Leduc, Jean-Marc Odobez, and Claude Labit
Outline
Wavelet transform-based coding Motion Compensated Temporal
Filtering(MCTF) Block Diagram of Interframe Wavelet Experimental results Conclusions
Wavelet transform-based coding
Discrete wavelet transform(DWT) decomposes a nonstationary signal
into multiscaled subbands
(1) Wavelet transform
(2) Quantization
(3) Entropy coding
Motion Compensated Temporal Filtering(MCTF) The spatio-temporal scenes will be
segmented according to motionbuild the trajectories by a spatio-temporal segmentation
algorithm and a related trajectory construction
Temporal filtering will applied along the assumed motion trajectories
Motion Compensated Temporal Filtering(MCTF)
(Haar filter [1, 1] [1, -1])
(Haar filter [1, 1] [1, -1]) with motion compensation
Motion Compensated 3D Wavelet Coding by Lifting Filter Implementation
The “highpass” pictures are very much the same as difference frame in a frame prediction
can be achieved in combination with motion compensation
A “lifting filter” structure is an efficient implementation of wavelet decomposition
Consiting of a “prediction step”(highpass filter) and an “update step”(lowpass filter)
An MCTF four-level decomposition (GOP=16 frames)
Divides consecutive frames into groups(GOP=16)
Perform MC filtering on pairs of frames to produce temporal low and high frames.
Temporal low frames decomposed again with the same MC filtering
A three-level 3D motion compensated decomposition
Pictures at leaves of tree are subject to spatial wavelet decomposition
H
LH
LLL LLH
video sequence
1st temporal level
2nd temporal level
3rd temporal level
Block Diagram of Interframe Wavelet
Experimental Results
Examples of comparison between MCTF and AVC (GOP=16 frames)
Conclusions
Scalability : spatial, temporal, SNR and complexity(Wavelet coding which inherently possess scalability)
Providing flexible scalability of a single bitstream(encoding once,decoding multiple times)
Error resilience(a non-recursive coder)