Variable-block size multi-resolution motion estimation scheme for pyramid coding

作者: Ya-Qin Zhang , Sohail Zafar

DOI:

关键词: Block sizeArtificial intelligenceData compressionSECAMComputer visionMotion estimationCoding (social sciences)Quarter-pixel motionMathematicsSub-band codingNTSC

摘要: A novel variable-size block multi-resolution motion estimation (MRME) scheme is presented. The can be used to estimate vectors in subband coding, wavelet coding and other pyramid systems for video compression. In the MRME scheme, highest layer of are first estimated, then these as initial next gradually refined. variable size adapt its level pyramid. This not only considerably reduces searching matching time but also provides a meaningful characterization intrinsic structure. addition, variable-MRME approach avoids drawback constant-size describing small object activities. proposed variable-block estimating different source formats resolutions including telephone, NTSC/PAL/SECAM, HDTV applications.

参考文章(19)
Daniel Reginald Ewart Timson, Brian Leslie British Aerospace Plc Combridge, David British Aerospace Plc Robson, Method of processing video image data for use in the storage or transmission of moving digital images ,(1990)
William R. Zettler, John C. Huffman, Wayne M. Lawton, Image compression method and apparatus ,(1989)
S. Zafar, Ya-Qin Zhang, J.S. Baras, Predictive Block-matching Motion Estimation Schemes for Video Compression (Digest) 1991 IEEE International Conference on Consumer Electronics. pp. 300- 301 ,(1991) , 10.1109/ICCE.1991.733199
I. Daubechies, The wavelet transform, time-frequency localization and signal analysis IEEE Transactions on Information Theory. ,vol. 36, pp. 961- 1005 ,(1990) , 10.1109/18.57199
Wen-Hsiung Chen, W. Pratt, Scene Adaptive Coder IEEE Transactions on Communications. ,vol. 32, pp. 225- 232 ,(1984) , 10.1109/TCOM.1984.1096066
Edward H. Adelson, Eero Simoncelli, Rajesh Hingorani, Orthogonal Pyramid Transforms For Image Coding. visual communications and image processing. ,vol. 845, pp. 50- 58 ,(1987) , 10.1117/12.976485
Peter J. Burt, Multiresolution Techniques For Image Representation, Analysis, And 'Smart' Transmission visual communications and image processing. ,vol. 1199, pp. 2- 17 ,(1989) , 10.1117/12.970014