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
fDate :
6/1/2012 12:00:00 AM
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;
Journal_Title :
Multimedia, IEEE Transactions on
DOI :
10.1109/TMM.2012.2191945