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遗传算法在图像阈值分割中的应用

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摘要 图像分割是目标检测和识别的基础,对所采集到的图像进行分割处理是图像识别跟踪技术中实现目标检测的一种重要技术手段;遗传算法是一种优化算法,利用其高效、并行的寻优能力,通过选择、交叉和变异等遗传操作快速逼近最佳阈值,大大缩短图像阈值分割中阈值的选取时间,提高分割效率;介绍了遗传算法在图像阈值分割领域的应用研究进展。
作者 鹿艳晶 李凯
出处 《软件导刊》 2011年第9期45-47,共3页 Software Guide
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  • 1张晓缋,戴冠中,徐乃平.一种新的优化搜索算法──遗传算法[J].控制理论与应用,1995,12(3):265-273. 被引量:96
  • 2陈国良 王煦法 等.遗传算法及其应用[M].北京:人民邮电出版社,1999,5.433.
  • 3[1]Sahoo P K,Soltani S,Wong A K C.A survey of thresholding techniques.Computer Vision,Graphics,and Image Processing.1988,41(3):233-260.
  • 4[2]Nobuyuki Otsu.A threshold selection method from gray-level histograms.IEEE Trans.on Systems,Man,and Cybernetics,1979,9(1):62-66.
  • 5[3]Kaput J N,Sahoo P K,Wong A K C.A new method of gray-level picture thresholding using the entropy of the histogram.Computer Vision,Graphics,and Image Processing.1985,29(2),273 285.
  • 6[4]Chambers L.Practical Handbook of Genetic Algorithm Vol.I:Applications.Boca Raton:CRC Press,1995,Chap.1.
  • 7[5]Michalewicz Z.Genetic Algorithm+Data Structure=Evolution Programs.3rd ed.Berlin:Springer Verlag,1996,Chap.2.
  • 8[1]Caravani P, Watson ML and Thomson WT (1977),"Recursive Least-squares Time Domain Identification of Structural Parameters," J. 4ppl. Mech., 44:135-144.
  • 9[2]Carmichacl DG (1979), "The State Estimation Problem in Experimental Structural Mechanics," Proc., 3rd Int.Conf. on Application of Statistics and Probability in Soil and Struct. Engrg., Sydney, Australia, pp. 802-815.
  • 10[3]Han W (2000), "An Global-Local Optimization Algorithm and Its Usc in Inverse of Bearing Force in Pile Foundation," Doctor Paper; Institute of Enginccring Mechanics, China Seismological Bureau. (in Chinese)Hoshiya M and Satio E (1984), "Structural Identification by Extended Kalman Filter," J. Engrg. Mech., ASCE,110(12): 1757-1770.

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