Lossless image compression using adaptive predictor symbol mapping and context filtering
Guang Deng, Hua Ye
Abstract
Guang Deng, Hua Ye
Abstract
Common components in recently published lossless image compression algorithms include adaptive prediction, context-based error feedback and adaptive entropy coding. Each component has a number of building blocks. In this paper, we present a new algorithm which uses three new building blocks: an adaptive predictor, a symbol mapping scheme and a context filtering scheme. Experimental results show that the compression performance of the proposed algorithm is better than those of the three state-of-the-art algorithms: CALIC, HBB and LOGO. Experimental results also show that the proposed new building blocks are promising tools for lossless image compression.
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Common components in recently published lossless image compression algorithms include adaptive prediction, context-based error feedback and adaptive entropy coding. Each component has a number of building blocks. In this paper, we present a new algorithm which uses three new building blocks: an adaptive predictor, a symbol mapping scheme and a context filtering scheme. Experimental results show that the compression performance of the proposed algorithm is better than those of the three state-of-the-art algorithms: CALIC, HBB and LOGO. Experimental results also show that the proposed new building blocks are promising tools for lossless image compression.
Key concepts: Lossless compression, Adaptive coding, Entropy encoding, Computer science, Data compression, Image compression, Lossy compression, Algorithm