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
专题模式识别国家重点实验室_先进数据分析与学习
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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