Title
Adaptive key frame selection Wyner-Ziv video coding
Abstract
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
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 Yang18611.70
Guiguang Ding2173180.28
Qionghai Dai33904215.66
Yin Yaguang400.34