Building a pseudo object-oriented very low bit-rate video coding system from a modified optical flow motion estimation algorithm
Resource
Acoustics, Speech, and Signal Processing, 1996. ICASSP-96. Conference Proceedings., 1996 IEEE International Conference on
Journal
International Conference on Acoustics, Speech, and Signal Processing, 1996. ICASSP-96
Journal Volume
4
Pages
2064-2067
Date Issued
1996-05
Date
1996-05
Author(s)
Abstract
In this paper, a modified optical flow algorithm (MOFA) is proposed for the development of a very low bit-rate video coding system. Another edge preserving constraint and pyramid approach are suggested to generate an accurate motion field and reduce the possibility of trapped in local minimum respectively. Post-processing schemes are also designed to eliminated the problems for special regions. Compared with other motion estimation algorithms, the proposed method gives more exact estimation in terms of PSNR and subjective view. The arbitrarily shaped transform of motion field is then selected to further remove spatial redundancy. According to some primary simulation results, most of the test sequences are compressed into 16 Kbps or lower with excellent picture quality.
Type
conference paper
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