Title
Spatial-Temporal Decorrelation For Image/Video Coding
Abstract
Modern image/video compression techniques greatly help to store and transmit digital images and video data. Discrete wavelet transform is used in JPEG2000 because of its scalability and tolerable degradation. In H.264/AVC, predictive coding is employed to remove spatial redundancy before discrete cosine transform. In this paper, we propose a new encoder structure combining both advantages from JPEG2000 [1] and H.264/AVC [2], which firstly utilizes the proposed spatial transform to decompose a single image into several sub-images and then employs motion compensation to convert the conventional spatial decorrelation into temporal decorrelation. Experimental results show that our proposed method outperforms the state-of-the-art image coding algorithms and achieves better rate-distortion performance.
Year
DOI
Venue
2012
10.1109/PCS.2012.6213327
2012 PICTURE CODING SYMPOSIUM (PCS)
Keywords
Field
DocType
Discrete wavelet transform(DWT), Discrete cosine transform(DCT), Spatial-temporal decorrelation, Image/video coding
Computer vision,Decorrelation,Context-adaptive variable-length coding,Computer science,Discrete cosine transform,Motion compensation,Theoretical computer science,Artificial intelligence,Discrete wavelet transform,Data compression,Context-adaptive binary arithmetic coding,Scalable Video Coding
Conference
Citations 
PageRank 
References 
0
0.34
4
Authors
3
Name
Order
Citations
PageRank
Miaohui Wang111417.57
King Ngi Ngan22383185.21
Long Xu3957.12