High-Order Energies for Stereo Segmentation
文献类型：期刊论文
| 作者 | Peng, Jianteng1; Shen, Jianbing1; Li, Xuelong2
|
| 刊名 | ieee transactions on cybernetics
 |
| 出版日期 | 2016-07-01 |
| 卷号 | 46期号:7页码:1616-1627 |
| 关键词 | Disparity high-order energy optimization saliency segmentation stereo images |
| ISSN号 | 2168-2267 |
| 产权排序 | 2 |
| 英文摘要 | in this paper, we propose a novel segmentation approach for stereo images using the high-order energy optimization, which utilizes the disparity maps and statistical information of stereo images to enrich the high-order potential functions. to the best of our knowledge, our approach is the first one to formulate the problem of stereo segmentation as a high-order energy optimization problem, which simultaneously segments the foreground objects in left and right images using the proposed high-order potential function. a new method for designing the penalty function in our high-order term is proposed by the corresponding pixels and their neighboring pixels between left and right images. the relationships of stereo correspondence by disparity maps are further employed to enhance the connections between the left and right stereo images. experimental results demonstrate that the proposed approach can effectively improve the performance of two kinds of stereo segmentation, including the automatic saliency-aware stereocut and the interactive stereo segmentation with user scribbles. |
| 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] | image segmentation ; graph cuts ; saliency ; optimization ; attention ; textures |
| 收录类别 | SCI ; EI |
| 语种 | 英语 |
| WOS记录号 | WOS:000379757900011 |
| 源URL | [http://ir.opt.ac.cn/handle/181661/28181]  |
| 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.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 | Peng, Jianteng,Shen, Jianbing,Li, Xuelong. High-Order Energies for Stereo Segmentation[J]. ieee transactions on cybernetics,2016,46(7):1616-1627. |
| APA | Peng, Jianteng,Shen, Jianbing,&Li, Xuelong.(2016).High-Order Energies for Stereo Segmentation.ieee transactions on cybernetics,46(7),1616-1627. |
| MLA | Peng, Jianteng,et al."High-Order Energies for Stereo Segmentation".ieee transactions on cybernetics 46.7(2016):1616-1627. |
入库方式： OAI收割
来源：西安光学精密机械研究所
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