基于力学原理的主动轮廓模型诠释  

An Interpret of Active Contour Models Based on Mechanics Theory

作　　者：李立鸣 唐克伦[1] 文华斌[1] LI Liming;TANG Kelun;WEN Huabin(Provincial (University) Process Equipment and Control Engineering Laboratory, College of Mechanical Engineering, Sichuan University of Science & Engineering, Zigong Sichuan 643000, China)

机构地区：[1]四川理工学院机械工程学院省(高校)过程装备与控制工程重点实验室,四川自贡643000

出　　处：《图学学报》2017年第5期736-744,共9页Journal of Graphics

基　　金：四川省教育厅项目(13ZB0141);过程装备与控制工程四川省高校重点实验室开放基金项目(GK201304)

摘　　要：主动轮廓模型(snake模型)融合了图像底层信息与外部高层信息,在目标跟踪边缘检测图像分割和逆向工程中得到了广泛应用,是目前计算机视觉领域活跃度较高的研究方向。传统snake模型和部分改进的主动轮廓模型都具有明确的力学意义。首先对传统snake模型以及采用B样条参数化表示的B-snake模型的力学原理进行了阐述,然后针对传统snake模型的缺陷,从力学角度介绍了几种改进的主动轮廓,并且基于拉格朗日动力学原理对snake模型的驱动过程以及惯性力主动轮廓进行了介绍,最后进行了总结及未来研究工作的展望。Snake models compromises low-level knowledge of images and the high-level knowledge of images.Snake models have been widely used in target tracking,edge detection,image segment and reverse engineering.It is considered as an active research field.Clear mechanic theory is included in Traditional snake models and some improved active contour models.The mechanic theory of traditional snake models and the B-snake models which is based on the theory of B-spline is presented firstly.Because of some defects in traditional snake model,some improved active contour models also are discussed from the mechanics view.In additional,the convergence process of the snake models and the active contour with inertia force are interpreted by Lagrange dynamics.In the end,the summary and the expectation are proposed.

关 键 词：主动轮廓 力学原理 计算机视觉 B样条曲线 GVF模型 

分 类 号：TH122[机械工程—机械设计及理论] TP391[自动化与计算机技术—计算机应用技术]