Knowledge Commons of Institute of Automation,CAS
Active Contour Driven by Time-Varying Fitting Energy | |
Wang LF(汪凌峰); Lingfeng Wang | |
2016 | |
会议名称 | ICIP |
会议录名称 | ICIP |
会议日期 | 2016 |
会议地点 | Phoenix, Arizona, USA |
摘要 | In this paper, we propose a novel region-based active contour model for images with intensity inhomogeneity. We define an energy functional with both local and global intensity fitting term. A time-varying function is introduced to balance the local and the global intensity term, which combines the advantages of these two terms naturally. Based on this time-varying function, the proposed model possesses both local separability and global consistency. Specifically, local separability helps to tackle the intensity inhomogeneous problem, while global consistency makes the segmentation result insensitive to the initialization. The proposed model is finally incorporated into a level set formulation. Experimental results on both synthetic and real images demonstrate the superior performance of our model. |
关键词 | Image Segmentation Level Set Active Contour Local Binary Fitting Cv Model |
语种 | 英语 |
文献类型 | 会议论文 |
条目标识符 | http://ir.ia.ac.cn/handle/173211/12139 |
专题 | 多模态人工智能系统全国重点实验室_先进时空数据分析与学习 |
通讯作者 | Lingfeng Wang |
推荐引用方式 GB/T 7714 | Wang LF,Lingfeng Wang. Active Contour Driven by Time-Varying Fitting Energy[C],2016. |
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