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Exposure Fusion Based on Shift-Invariant Discrete Wavelet Transform  ( SCI-EXPANDED收录 EI收录)  

文献类型:期刊文献

英文题名:Exposure Fusion Based on Shift-Invariant Discrete Wavelet Transform

作者:Wang, Jinhua[1,2];Xu, De[1];Lang, Congyan[1];Li, Bing[1]

第一作者:王金华;Wang, Jinhua

通讯作者:Wang, JH[1]

机构:[1]Beijing Jiaotong Univ, Inst Comp Sci & Engn, Beijing 100044, Peoples R China;[2]Beijing Union Univ, Inst Informat Technol, Beijing 100101, Peoples R China

第一机构:Beijing Jiaotong Univ, Inst Comp Sci & Engn, Beijing 100044, Peoples R China

通讯机构:[1]corresponding author), Beijing Jiaotong Univ, Inst Comp Sci & Engn, Beijing 100044, Peoples R China.

年份:2011

卷号:27

期号:1

起止页码:197-211

外文期刊名:JOURNAL OF INFORMATION SCIENCE AND ENGINEERING

收录:;EI(收录号:20110713659202);Scopus(收录号:2-s2.0-79751521760);WOS:【SCI-EXPANDED(收录号:WOS:000286692500014)】;

基金:This work was supported by National Nature Science Foundation of China (No. 60972145 and No. 60803072), Fundamental Research Funds for the Central Universities (No. 2009JBM024), and China Postdoctor Research Foundation (20090460197).

语种:英文

外文关键词:exposure fusion; high dynamic range imaging; tone mapping; SIDWT; shift-invariant

摘要:Until now, most exposure fusion methods are easy to be influenced by the location of object in the image. However, when capturing the source images, slight shift in the camera's position will yield blurry or double images. In order to solve the problem, a method called SIDWTBEF is proposed, which is based on shift-invariant discrete wavelet transform (SIDWT). It is more robust to images those have slight shift. On the other hand, in this paper, we present a novel way to get the chrominance information of the scene, and the saturation of the fused image can be adjusted using one user-controlled parameter. The luminance images sequence of the source images are decomposed by SIDWT into sub-images with a certain level scale. In the transform domain, different fusion rules are used for the high-pass sub-images and the low-pass sub-images combination respectively. In the end, in order to reduce the inconsistencies induced by the fusion rule after applying the inverse transform of SIDWT, an enhancement operator is proposed. Experiments show that SIDWTBEF can give comparative results compared to other shift dependent exposure fusion methods.

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