DocumentCode
1479168
Title
A Hybrid Algorithm for Effective Lossless Compression of Video Display Frames
Author
Kuo, Huang-Chih ; Lin, Youn-Long
Author_Institution
Dept. of Comput. Sci., Nat. Tsing Hua Univ., Hsinchu, Taiwan
Volume
14
Issue
3
fYear
2012
fDate
6/1/2012 12:00:00 AM
Firstpage
500
Lastpage
509
Abstract
We propose a simple and effective lossless compression algorithm for video display frames. It combines the dictionary coding, the Huffman coding, and three proposed innovative schemes to achieve a high compression ratio. We quantitatively analyze the characteristics of display frame data for designing the algorithm. We first propose a two-stage classification scheme to classify all pixels into three categories. Then we employ the dictionary coding and propose an adaptive prefix bit truncation scheme to generate codewords for video pixels in each category. We subsequently employ the Huffman coding scheme to assign bit values to the codewords. Finally, we propose a head code compression scheme to further reduce the size of the codeword bits. Experimental results show that the proposed algorithm achieves 22% more reduction than prior arts.
Keywords
Huffman codes; data compression; image classification; video coding; Huffman coding scheme; adaptive prefix bit truncation scheme; codeword bit reduction; dictionary coding; head code compression scheme; hybrid algorithm; innovative schemes; lossless compression algorithm; pixel classification; two-stage classification scheme; video display frames; video pixels; Compression algorithms; Decoding; Dictionaries; Huffman coding; Random access memory; Video coding; Compression; Huffman coding; dictionary coding; display frame;
fLanguage
English
Journal_Title
Multimedia, IEEE Transactions on
Publisher
ieee
ISSN
1520-9210
Type
jour
DOI
10.1109/TMM.2012.2191945
Filename
6175137
Link To Document