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计算机工程 ›› 2006, Vol. 32 ›› Issue (18): 32-34. doi: 10.3969/j.issn.1000-3428.2006.18.012

• 博士论文 • 上一篇    下一篇

基于FD特征的Snake模型及自动目标轮廓提取

闵 莉1,2,3,唐延东1,王立地1,2,史泽林1   

  1. (1. 中国科学院沈阳自动化研究所,沈阳 110016;2. 中国科学院研究生院,北京 100039;3. 沈阳建筑大学,沈阳 110015)
  • 收稿日期:1900-01-01 修回日期:1900-01-01 出版日期:2006-09-20 发布日期:2006-09-20

Novel Snake Model Based on Fractal Dimension Feature and Its Application in Segmentation

MIN Li1,2,3, TANG Yandong1, WANG Lidi1,2, SHI Zelin1   

  1. (1. Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016; 2. Graduate School of Chinese Academy of Sciences, Beijing 100039; 3. Shenyang Jianzhu University, Shenyang 110015)
  • Received:1900-01-01 Revised:1900-01-01 Online:2006-09-20 Published:2006-09-20

摘要: 用Snake模型分割自然背景下的人造目标时,Snake曲线往往被复杂背景所吸引,无法收敛到人造目标的边缘。针对该问题,文章从目标特征的角度,将分形维数特征引入Snake模型。利用自然背景和人造目标在分形维数特征上的显著区别,定义了基于目标分形维数特征的梯度加权函数,来自适应调整图像梯度幅值的大小,抑制自然背景的干扰。同时,该模型允许初始轮廓远离目标的真实边缘,降低了Snake模型对初始位置的依赖性。实验表明,该Snake模型能够克服复杂自然背景的干扰,提取出人造目标的边缘。

关键词: Snake模型, 分形维数, 人造目标

Abstract: This paper proposes a novel snake model based on fractal dimension feature to segment man-made object in nature background. It first uses the fractal dimension feature to define an adaptive weighting function and then introduces it into the snake energy in order to suppress the nature clutter. Snake driven by the proposed model can evolve from the initial position to the man-made object without disturbances of nature clutters, even if the initial curve is far away from the solution. Experimental results validate the effectiveness and feasibility of the model.

Key words: Snake model, Fractal dimension (FD), Man-made objects

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