Title :
Rate-constrained motion estimation and perceptual coding
Author :
Yang, Yan ; Hemami, Sheila S.
Author_Institution :
Sch. of Electr. Eng., Cornell Univ., Ithaca, NY, USA
Abstract :
This paper proposes a video encoder with improved visual quality achieved through more accurate motion estimation and perceptual quantization. A quadtree-based variable size block motion estimation scheme jointly optimizes both motion vector coding and residual coding by minimizing the actual rate subject to a constraint on overall distortion. The residual coder includes perceptual quantization and direct block coding. Since the residual is encoded directly without any transform, the encoder achieves comparable speed with MPEG. The encoded video outperforms that of MPEG in terms of both PSNR and visual quality
Keywords :
arithmetic codes; block codes; computational complexity; image segmentation; minimisation; motion estimation; quadtrees; rate distortion theory; video coding; direct block coding; distortion; encoded video; motion vector coding; perceptual coding; perceptual quantization; quadtree-based variable size block motion estimation scheme; rate-constrained motion estimation; residual coding; speed; video encoder; visual quality; Bit rate; Block codes; Design for disassembly; Entropy; Error analysis; Lagrangian functions; Motion estimation; PSNR; Quantization; Stochastic processes;
Conference_Titel :
Image Processing, 1997. Proceedings., International Conference on
Conference_Location :
Santa Barbara, CA
Print_ISBN :
0-8186-8183-7
DOI :
10.1109/ICIP.1997.647389