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High dynamic range imaging algorithm based on JND and detail enhancement
Liu, Ying1; Wang, Fengwei1; Liu, Weihua1; Ai, Da1; Yang, Fanchao2
2019-09-20
会议名称2019 International Symposium on Signal Processing Systems, SSPS 2019
会议录名称SSPS 2019 - 2019 International Symposium on Signal Processing Systems
页码92-98
会议日期2019-09-20
会议地点Beijing, China
出版者Association for Computing Machinery
产权排序2
摘要

High dynamic range imaging is an emerging technology for generating high quality images. The most common method is to acquire high dynamic range images in a multi-exposure fusion manner. The biggest disadvantage of such algorithms is the "artifact" phenomenon caused by the target motion, or the time cost of avoiding "artifacts" for registration. Therefore, Therefore, a high dynamic range imaging algorithm based on the just noticeable difference (JND) and detail enhancement is proposed, which belongs to the generation of high dynamic images from a single image. According to the JND edge of the improved human visual characteristics and local variance matrix, combined with the fuzzy system to obtain the weight matrix describing the quality of different exposure images, so that different exposure images are fused into HDR images. The experimental results show that the algorithm can effectively improve the contrast and clarity of the image, and the generated image is more in line with the subjective visual effect of the human eye. © 2019 Association for Computing Machinery.

作者部门光谱成像技术研究室
DOI10.1145/3364908.3365298
收录类别EI
ISBN号9781450362412
语种英语
EI入藏号20200107970215
引用统计
文献类型会议论文
条目标识符http://ir.opt.ac.cn/handle/181661/67929
专题光谱成像技术研究室
作者单位1.College of Communication and Information Engineering, Xi'an University of Posts and Telecommunications, China;
2.Xi'an Institute of Optics and Precision Mechanics, Chinese Academy of Sciences, China
推荐引用方式
GB/T 7714
Liu, Ying,Wang, Fengwei,Liu, Weihua,et al. High dynamic range imaging algorithm based on JND and detail enhancement[C]:Association for Computing Machinery,2019:92-98.
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