DETAIL PRESERVING MULTI-SCALE EXPOSURE FUSION

被引:0
作者
Wang, Qiantong [1 ]
Chen, Weihai [1 ]
Wu, Xingming [1 ]
Li, Zhengguo [2 ]
机构
[1] Beihang Univ, Sch Automat Sci & Elect Engn, Beijing, Peoples R China
[2] Inst Infocomm Res, Robot Dept, 1 Fusionopolis Way, Singapore, Singapore
来源
2018 25TH IEEE INTERNATIONAL CONFERENCE ON IMAGE PROCESSING (ICIP) | 2018年
关键词
Exposure fusion; Image pyramid; High dynamic range; Multi-scale fusion; Edge-preserving smoothing; IMAGE FUSION;
D O I
暂无
中图分类号
TP31 [计算机软件];
学科分类号
081202 ; 0835 ;
摘要
Edge-preserving smoothing based multi-scale exposure fusion is a state-of-the-art method to fuse differently exposed images of a high dynamic range (HDR) scene. However, its complexity could be an issue. In this paper, a novel multi-scale exposure fusion algorithm is proposed by adopting an approximation method at the highest layer of the pyramid. Experimental results show that the proposed algorithm can be applied to fuse images with comparable or even better quality with the edge-preserving smoothing based multi-scale fusion algorithms. It simplifies the complexity of the edge-preserving smoothing based multi-scale exposure fusion algorithms significantly.
引用
收藏
页码:1713 / 1717
页数:5
相关论文
共 24 条
  • [1] Single-Scale Fusion: An Effective Approach to Merging Images
    Ancuti, Codruta O.
    Ancuti, Cosmin
    De Vleeschouwer, Christophe
    Bovik, Alan C.
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2017, 26 (01) : 65 - 78
  • [2] THE LAPLACIAN PYRAMID AS A COMPACT IMAGE CODE
    BURT, PJ
    ADELSON, EH
    [J]. IEEE TRANSACTIONS ON COMMUNICATIONS, 1983, 31 (04) : 532 - 540
  • [3] Cai J., 2018, IEEE T IMAGE PROCESS, V1, P1
  • [4] Debevec P. E., 1997, Computer Graphics Proceedings, SIGGRAPH 97, P369, DOI 10.1145/258734.258884
  • [5] DURAND F, 2002, SIGGRAPH, V21, P257
  • [6] Evaluation of Tone Mapping Operators for HDR-Video
    Eilertsen, Gabriel
    Wanat, Robert
    Mantiuk, Rafal K.
    Unger, Jonas
    [J]. COMPUTER GRAPHICS FORUM, 2013, 32 (07) : 275 - 284
  • [7] Edge-preserving decompositions for multi-scale tone and detail manipulation
    Farbman, Zeev
    Fattal, Raanan
    Lischinski, Dani
    Szeliski, Richard
    [J]. ACM TRANSACTIONS ON GRAPHICS, 2008, 27 (03):
  • [8] Guided Image Filtering
    He, Kaiming
    Sun, Jian
    Tang, Xiaoou
    [J]. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2013, 35 (06) : 1397 - 1409
  • [9] Kou F, 2017, IEEE INT CON MULTI, P1105, DOI 10.1109/ICME.2017.8019529
  • [10] Gradient Domain Guided Image Filtering
    Kou, Fei
    Chen, Weihai
    Wen, Changyun
    Li, Zhengguo
    [J]. IEEE TRANSACTIONS ON IMAGE PROCESSING, 2015, 24 (11) : 4528 - 4539