Landmark Selecting on 2D Shapes for Constructing Point Distribution Model

摘要：

　　A new method of selecting landmarks on 2D shapes which are represented by Centripetal Catmull-Rom spline is proposed in this paper.Firstly,a mean shape is generated from training set and landmarks on mean shape are extracted based on curvature and arc-length information.Then the corresponding landmarks on each shape can be obtained by projecting the mean shape back to each sample using non-rigid registration method Coherent Point Drift.Experiments showed that landmarks auto-generated are more accurate than landmarks manual annotated when used in segmentation.

关键词： Corresponding landmarks Point distribution model Active shape model Non-rigid registration Centripetal Catmull-Rom spline

作者: Xianghu Ji Lili Wang Pan Tao Zhongliang Fu

作者单位: Chengdu Institute of Computer Application,No 9,Section 4,South Renmin Road,Chengdu,China;University Chengdu Institute of Computer Application,No 9,Section 4,South Renmin Road,Chengdu,China

会议类型: 国际会议

会议名称: 第七届全国模式识别学术会议(The 7th Chinese Conference on Pattern Recognition,CCPR2016)

会议地点: 成都

会议语种:英文

页码: 318-331

在线出版日期: 2016-11-03（万方平台首次上网日期，不代表论文的发表时间）