Abstract | ||
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In Wyner-Ziv video coding, efficient compression is achieved by exploiting source statistics at the decoder only, which is radically different from conventional video coding. The performance of a Wyner-Ziv video codec is greatly dependent on the quality of reconstructed side information, which is an estimation version of current frame. Therefore the correlation between Wyner-Ziv (WZ) frame and key frame implicitly affects the performance of a Wyner-Ziv video codec. In this paper, an adaptive key frame selection method is proposed. Firstly, a simply interest points detector is utilized to detect interest points of a video frame. Then, a kind of interest points based measure, which could represent the correlation between video frames, is performed. If the number of different interest points between two video frames is below a threshold, then it should be transmitted as a key frame, otherwise as a WZ frame. Our experimental results are promising. About 1dB gain in the quality of reconstructed frames has been achieved. |
Year | DOI | Venue |
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2005 | 10.1109/MMSP.2005.248679 | 2005 IEEE 7th Workshop on Multimedia Signal Processing |
Keywords | Field | DocType |
Key frame,Video coding,Wyner-Ziv coding | Reference frame,Computer vision,Block-matching algorithm,Computer science,Motion compensation,Multiview Video Coding,Residual frame,Inter frame,Artificial intelligence,Key frame,Video compression picture types | Conference |
Volume | Issue | ISSN |
null | null | null |
ISBN | Citations | PageRank |
0-7803-9289-2 | 0 | 0.34 |
References | Authors | |
9 | 4 |
Name | Order | Citations | PageRank |
---|---|---|---|
Feng Yang | 1 | 86 | 11.70 |
Guiguang Ding | 2 | 1731 | 80.28 |
Qionghai Dai | 3 | 3904 | 215.66 |
Yin Yaguang | 4 | 0 | 0.34 |