DocumentCode
1060003
Title
A General Method for Detecting All-Zero Blocks Prior to DCT and Quantization
Author
Xie, Zhengguang ; Liu, Yong ; Liu, James ; Yang, Tiejun
Author_Institution
Beijing Univ. of Posts & Telecommun., Huihua Univ., Hunan
Volume
17
Issue
2
fYear
2007
Firstpage
237
Lastpage
241
Abstract
This paper presents an innovative algorithm for detecting all-zero discrete cosine transform (DCT) coefficient blocks prior to DCT and quantization for all block-based video coding standards. A mathematic model is established based on analyzing DCT coefficient distribution and applying Paseval energy conservation theorem. The algorithm is applied to H.264 video coding and experimental results show up to 32% higher detection ratio without degrading video quality, compared with results of the existing methods. Furthermore, up to 47% higher detection ratio is achieved by changing the threshold based on DCT coefficient distribution. For motion estimation, much less search points needed by using the proposed method as early termination criterion than that by using the existing methods
Keywords
data compression; discrete cosine transforms; motion estimation; object detection; video coding; DCT; H.264 video coding; Paseval energy conservation theorem; all block-based video coding; all-zero blocks detection; discrete cosine transform; motion estimation; quantization; Degradation; Discrete cosine transforms; Energy conservation; Mathematical model; Mathematics; Motion detection; Motion estimation; Quantization; Sufficient conditions; Video coding; All-zero discrete cosine transform (DCT) coefficient blocks; DCT coefficient distribution; energy conservation theorem; video coding standard;
fLanguage
English
Journal_Title
Circuits and Systems for Video Technology, IEEE Transactions on
Publisher
ieee
ISSN
1051-8215
Type
jour
DOI
10.1109/TCSVT.2006.888812
Filename
4079666
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