Pure-Color Preserving Multi-Exposure Image Fusion

被引:1
作者
Visavakitcharoen, Artit [1 ]
Kinoshita, Yuma [1 ]
Kiya, Hitoshi [1 ]
机构
[1] Tokyo Metropolitan Univ, Dept Informat & Commun Syst, Hino, Tokyo 1910065, Japan
来源
INTERNATIONAL WORKSHOP ON ADVANCED IMAGE TECHNOLOGY (IWAIT) 2019 | 2019年 / 11049卷
关键词
Multi-exposure image; Image fusion; Color distortion;
D O I
10.1117/12.2521655
中图分类号
O43 [光学];
学科分类号
070207 ; 0803 ;
摘要
Multi-exposure image fusion is a method for producing an image with a wide dynamic range by fusing multiple images taken under various exposure values. In this paper, we point out two issues regarding color distortion included in fused images, that conventional fusion methods have not considered, and a novel multi-exposure fusion method is proposed to improve the issues. The first issue is that multiple images taken in the same scene have different colors. The second is that the color of fused images is not the same as those of the input images due to the influence of fusion functions. The proposed method enables us to preserve the hue of input images, called pure-color, while maintaining the wide dynamic ranges produced by conventional fusion methods. In addition, the proposed method can be applied to any existing fusion methods to improve the quality of images produced by the fusion methods.
引用
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页数:6
相关论文
共 18 条
[1]  
Bouzaraa F., 2016, IM PROC ICIP 2016 IE
[2]  
Choi S., 2017, ACCESS IEEE, V5, P20286
[3]   Adaptive logarithmic mapping for displaying high contrast scenes [J].
Drago, F ;
Myszkowski, K ;
Annen, T ;
Chiba, N .
COMPUTER GRAPHICS FORUM, 2003, 22 (03) :419-426
[4]   Perceptual Image Fusion Using Wavelets [J].
Hill, Paul ;
Al-Mualla, Mohammed Ebrahim ;
Bull, David .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 26 (03) :1076-1088
[5]  
Kinoshita Y, 2018, IEEE IMAGE PROC, P883, DOI 10.1109/ICIP.2018.8451401
[6]   A Pseudo Multi-Exposure Fusion Method Using Single Image [J].
Kinoshita, Yuma ;
Shiota, Sayaka ;
Kiya, Hitoshi .
IEICE TRANSACTIONS ON FUNDAMENTALS OF ELECTRONICS COMMUNICATIONS AND COMPUTER SCIENCES, 2018, E101A (11) :1806-1814
[7]  
Kinoshita Y, 2018, 2018 IEEE INTERNATIONAL CONFERENCE ON ACOUSTICS, SPEECH AND SIGNAL PROCESSING (ICASSP), P1388, DOI 10.1109/ICASSP.2018.8461604
[8]   Fast Multi-exposure Image Fusion with Median Filter and Recursive Filter [J].
Li, Shutao ;
Kang, Xudong .
IEEE TRANSACTIONS ON CONSUMER ELECTRONICS, 2012, 58 (02) :626-632
[9]   Selectively Detail-Enhanced Fusion of Differently Exposed Images With Moving Objects [J].
Li, Zhengguo ;
Zheng, Jinghong ;
Zhu, Zijian ;
Wu, Shiqian .
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2014, 23 (10) :4372-4382
[10]   Multi-Exposure Image Fusion by Optimizing A Structural Similarity Index [J].
Ma, Kede ;
Duanmu, Zhengfang ;
Yeganeh, Hojatollah ;
Wang, Zhou .
IEEE TRANSACTIONS ON COMPUTATIONAL IMAGING, 2018, 4 (01) :60-72