Robust Match Fusion Using Optimization
文献类型：期刊论文
| 作者 | Qin, Xiameng1; Shen, Jianbing1; Mao, Xiaoyang2; Li, Xuelong3 ; Jia, Yunde1
|
| 刊名 | ieee transactions on cybernetics
 |
| 出版日期 | 2015-08-01 |
| 卷号 | 45期号:8页码:1549-1560 |
| 关键词 | Exposure fusion moving scenes optimization patch-based match random walker |
| 英文摘要 | in this paper, we present a novel patch-based match and fusion algorithm by taking account of moving scene in a multiple exposure image sequence using optimization. a uniform iterative approach is developed to match and find the corresponding patches in different exposure images, which are then fused in each iteration. our approach does not need to align the input multiple exposure images before the fusion process. considering that the pixel values are affected by various exposure time, we design a new patch-based energy function that will be optimized to improve the matching accuracy. an efficient patch-based exposure fusion approach using the random walker algorithm is developed to preserve the moving objects from the input multiple exposure images. to the best of our knowledge, our algorithm is the first patch-based exposure fusion work to preserve the moving objects of dynamic scenes that does not need the registration process of different exposure images. experimental results of moving scenes demonstrate that our algorithm achieves visually pleasing fusion results without ghosting artifacts, while the results produced by the state-of-the-art exposure fusion and tone mapping algorithms exhibit different levels of ghosting artifacts. |
| WOS标题词 | science & technology ; technology |
| 类目[WOS] | computer science, artificial intelligence ; computer science, cybernetics |
| 研究领域[WOS] | computer science |
| 关键词[WOS] | exposure fusion ; tone reproduction ; image fusion ; visibility ; stereo ; scenes |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000358213100014 |
| 公开日期 | 2015-09-15 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/25259]  |
| 专题 | 西安光学精密机械研究所_光学影像学习与分析中心 |
| 作者单位 | 1.Beijing Inst Technol, Sch Comp Sci, Beijing Lab Intelligent Informat Technol, Beijing 100081, Peoples R China 2.Univ Yamanashi, Interdisciplinary Grad Sch Med & Engn, Kofu, Yamanashi 4000016, Japan 3.Chinese Acad Sci, Xian Inst Opt & Precis Mech, State Key Lab Transient Opt & Photon, Ctr Opt Imagery Anal & Learning, Xian 710119, Peoples R China |
| 推荐引用方式 GB/T 7714 | Qin, Xiameng,Shen, Jianbing,Mao, Xiaoyang,et al. Robust Match Fusion Using Optimization[J]. ieee transactions on cybernetics,2015,45(8):1549-1560. |
| APA | Qin, Xiameng,Shen, Jianbing,Mao, Xiaoyang,Li, Xuelong,&Jia, Yunde.(2015).Robust Match Fusion Using Optimization.ieee transactions on cybernetics,45(8),1549-1560. |
| MLA | Qin, Xiameng,et al."Robust Match Fusion Using Optimization".ieee transactions on cybernetics 45.8(2015):1549-1560. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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