Automatic Image Segmentation Incorporating Shape Priors via Graph Cuts
文献类型：会议论文
| 作者 | Lang XP(郎咸朋) ; Zhu F(朱枫); Hao YM(郝颖明); Wu QX(吴清潇)
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| 出版日期 | 2009 |
| 会议名称 | IEEE International Conference on Information and Automation (ICIA 2009) |
| 会议日期 | June 22-24, 2009 |
| 会议地点 | Zhuhai, China |
| 页码 | 181-184 |
| 中文摘要 | In recent years, graph cut has been regarded as an effective discrete optimization method and received increasing attentions in vision community. However, many existing graph cut segmentation algorithms require interactive operations, which are not appropriate for automatic applications. In this paper, we propose an automatic segmentation algorithm via graph cut. Firstly, the data term in traditional graph cut energy is redefined to counteract illumination change. Secondly, shape priors are introduced into segmentation process, which help to obtain more robust results. Finally, an automatic segmentation strategy is presented. Experiments demonstrate that our segmentation algorithm can provide promising results, even when object suffering pixel intensity variation and continuously shape deformation. |
| 收录类别 | EI ; CPCI（ISTP） |
| 产权排序 | 1 |
| 会议主办者 | IEEE |
| 会议录 | ICIA: 2009 INTERNATIONAL CONFERENCE ON INFORMATION AND AUTOMATION, VOLS 1-3
 |
| 会议录出版者 | IEEE |
| 会议录出版地 | NEW YORK |
| 语种 | 英语 |
| ISBN号 | 978-1-4244-3607-1 |
| WOS记录号 | WOS:000277076800034 |
| 源URL | [http://ir.sia.cn/handle/173321/7961]  |
| 专题 | 沈阳自动化研究所_光电信息技术研究室 |
| 推荐引用方式 GB/T 7714 | Lang XP,Zhu F,Hao YM,et al. Automatic Image Segmentation Incorporating Shape Priors via Graph Cuts[C]. 见:IEEE International Conference on Information and Automation (ICIA 2009). Zhuhai, China. June 22-24, 2009. |
入库方式： OAI收割
来源：沈阳自动化研究所
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