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《Surveying and Mapping of Geology and Mineral Resources》 2008-03
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A Kind of Ameliorated Algorithm for Circle Objects Detection

ZHANG Yun-hua1,XING Cheng2(1.Fourth Institute of Prospecting Design of China Railway Co.Ltd.,Wuhan Hubei 430063,China;2.School of Geodesy and Geomatics,Wuhan University,Wuhan Hubei 430079,China)  
Hough transform algorithm is insensitive to the noises in the image,so satisfactory results can be obtained if the dimension of parameters is less than two.However,the difficulty and complexity of calculation will be increased if the dimension of parameters is more than two.This problem can be solved by the Randomized Hough Transform(RHT).The algorithm,in this paper,which is an ameliorated algorithm of circle objects detection,is based on RHT.By analyzing the probability of sampling and using Canny and Zernike method,the efficiency and accuracy of this algorithm is ameliorated,and all the advantages of the ameliorated algorithm can be proved and the method lowered the null sampling probability of randomized Hough transform and reached the precision of sub-pixel proved by the experiment.
【CateGory Index】: TP391.41
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