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Proceedings Paper

A block-based JPEG-LS compression technique with lossless region of interest
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Paper Abstract

JPEG-LS lossless compression algorithm is used in many specialized applications that emphasize on the attainment of high fidelity for its lower complexity and better compression ratios than the lossless JPEG standard. But it cannot prevent error diffusion because of the context dependence of the algorithm, and have low compression rate when compared to lossy compression. In this paper, we firstly divide the image into two parts: ROI regions and non-ROI regions. Then we adopt a block-based image compression technique to decrease the range of error diffusion. We provide JPEG-LS lossless compression for the image blocks which include the whole or part region of interest (ROI) and JPEG-LS near lossless compression for the image blocks which are included in the non-ROI (unimportant) regions. Finally, a set of experiments are designed to assess the effectiveness of the proposed compression method.

Paper Details

Date Published: 6 March 2018
PDF: 9 pages
Proc. SPIE 10610, MIPPR 2017: Parallel Processing of Images and Optimization Techniques; and Medical Imaging, 106100B (6 March 2018); doi: 10.1117/12.2285107
Show Author Affiliations
Lihua Deng, Huazhong Univ. of Science and Technology (China)
Three Gorges Univ. (China)
Zhenghua Huang, Huazhong Univ. of Science and Technology (China)
Shoukui Yao, Huazhong Univ. of Science and Technology (China)


Published in SPIE Proceedings Vol. 10610:
MIPPR 2017: Parallel Processing of Images and Optimization Techniques; and Medical Imaging
Hong Sun; Henri Maître; Bruce Hirsch, Editor(s)

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