Intrinsic Image Decomposition Using Optimization and User Scribbles
文献类型：期刊论文
| 作者 | Shen, Jianbing1; Yang, Xiaoshan1; Li, Xuelong2 ; Jia, Yunde1
|
| 刊名 | ieee transactions on cybernetics
 |
| 出版日期 | 2013-04-01 |
| 卷号 | 43期号:2页码:425-436 |
| 关键词 | Energy optimization illumination intrinsic images reflectance user scribbles |
| 英文摘要 | in this paper, we present a novel high-quality intrinsic image recovery approach using optimization and user scribbles. our approach is based on the assumption of color characteristics in a local window in natural images. our method adopts a premise that neighboring pixels in a local window having similar intensity values should have similar reflectance values. thus, the intrinsic image decomposition is formulated by minimizing an energy function with the addition of a weighting constraint to the local image properties. in order to improve the intrinsic image decomposition results, we further specify local constraint cues by integrating the user strokes in our energy formulation, including constant-reflectance, constant-illumination, and fixed-illumination brushes. our experimental results demonstrate that the proposed approach achieves a better recovery result of intrinsic reflectance and illumination components than the previous approaches. |
| 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] | normalized cuts ; single image ; retinex ; segmentation ; color ; illumination |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000317644300003 |
| 公开日期 | 2015-06-30 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/23461]  |
| 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, Beijing Lab Intelligent Informat Technol, Sch Comp Sci, Beijing 100081, Peoples R China 2.Chinese Acad Sci, Ctr OPT IMagery Anal & Learning OPTIMAL, State Key Lab Transient Opt & Photon, Xian Inst Opt & Precis Mech, Xian 710119, Peoples R China |
| 推荐引用方式 GB/T 7714 | Shen, Jianbing,Yang, Xiaoshan,Li, Xuelong,et al. Intrinsic Image Decomposition Using Optimization and User Scribbles[J]. ieee transactions on cybernetics,2013,43(2):425-436. |
| APA | Shen, Jianbing,Yang, Xiaoshan,Li, Xuelong,&Jia, Yunde.(2013).Intrinsic Image Decomposition Using Optimization and User Scribbles.ieee transactions on cybernetics,43(2),425-436. |
| MLA | Shen, Jianbing,et al."Intrinsic Image Decomposition Using Optimization and User Scribbles".ieee transactions on cybernetics 43.2(2013):425-436. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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