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基于RANSAC的椭圆检测与拟合 被引量:4

Ellipse Detection and Fitting Based on RANSAC
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摘要 提出了一种简单的椭圆检测方法.首先,利用椭圆中心对称找到椭圆的中心坐标,根据中心坐标将检测到的边缘点划分为若干个子集;然后,将各个子集进行归一化处理;最后利用RANSAC方法从各个子集中鲁棒地拟合出椭圆,并将拟合出的椭圆解除归一化.实验结果验证了该方法的有效性. A simple method for ellipse detection is proposed.Firstly it locates ellipse center candidates using center symmetry of ellipses,and the detected edge points are grouped into several subsets according to the center candidates.Then each subset is normalized.Finally,all the ellipses are fitted by performing RANSAC for each subset,and the estimated ellipses are demoralized.Experiments validate the proposed method.
出处 《北京服装学院学报(自然科学版)》 CAS 2012年第4期74-78,共5页 Journal of Beijing Institute of Fashion Technology:Natural Science Edition
基金 北京市属高等学校人才强教计划项目资助(PHR201008282)
关键词 椭圆检测 RANSAC 归一化 ellipse detection random sample consensus normalization
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  • 1MARCUS H, NATHAN B. Matching 2-D Ellipses to 3-D circles with application to vehicle pose identification [ J ] . IVCNZ, 2009 : 153 - 158.
  • 2WOLEK B. Stereo-vision based head tracking using color and ellipse fitting in a particle filter[ J ]. ECCV, 2004 (4) :192 - 204.
  • 3YING X H, HU Z Y. Catadioptric camera calibration using geometric invariants[ J ]. IEEE Transactions on Pattern Analysis and Machine Intelligence, 2004,26(10) : 1260 - 1271.
  • 4YING X H, ZHAO H B. Identical projective geometric properties of central catadioptric line images and sphere images with ap- plications to calibration[ J]. IJCV ,2008,78:89 - 105.
  • 5FISCHLER M A, MOLLES R C. Random sample consensus: a paradigm for model fitting with applications to image analysis and automated cartography [ J ]. Comm of the ACM, 1981 (24) :381 - 395.
  • 6AGUADO A, MONTIEL M E, NIXON M S. On using directional information for parameter space decomposition in ellipse detec- tion [ J ]. Pattern Recognition, 1996, 29 ( 3 ) :369 - 381.
  • 7HU C T, CHEN L H. A fast ellipse/circle detector using geometric symmetry[ J ]. Pattern Recognition, 1995,28 ( 1) : 117 - 124.
  • 8XU L, OJA E. Randomized hough transform(RHT) : basic mechanisms, algorithms and complexities[ J]. Computer Vision, Graphics, and Image Processing: Image Understanding,1993, 57 : 131 -151.
  • 9ZHENG Y Z. Parameter estimation techniques: a tutorial with application to conic fitting[ M ]. Image and Vision Computing, 1996.
  • 10ROSIN P L. A note on the least sqares fitting of ellipse[ J]. Pattern Recognition Letters, 1993, 14:799 -808.

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