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基于遗传算法的多目标识别实时系统设计*

, PP. 325-330

Keywords: 识别,多帧差分,遗传算法

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Abstract:

探讨在实时跟踪系统中多目标的快速识别问题.利用多帧相差法将运动目标与背景分离.根据不同区域的平均值,采用动态查表法进行二值化.对物体提取具有不变性的特征量.利用遗传算法的快速寻优能力,实现对多目标识别.实验表明该方法能够识别运动目标,并能够快速进行聚类判别.

References

[1]  Michalewicz Z. Genetic Algorithms + Data Structures = Evolution Programs. Berlin, Germany: Springer-Verlag, 1996
[2]  Zhou M, Sun S D. Genetic Algorithm Theory and Application. Beijing, China: National Defense Industry Press, 1999 (in Chinese) (周 明,孙树栋.遗传算法原理及应用.北京:国防工业出版社, 1999)
[3]  Liu Y, Kang L S, Chen Y P. Non-Numberical Parallel Algorithm-Genetic Algorithm. Beijing, China: Science Press, 1998 (in Chinese) (刘 勇,康立山,陈毓屏.非数值并行算法——遗传算法.北京:科学出版社, 1998)
[4]  Stein F, Medioni G. Map-Based Localization Using the Panoramic Horizon. In: Proc of the IEEE International Conference on Robotics and Automation. Nice, France, 1992, Ⅲ: 2631-2637
[5]  Vieren C, Cabestaing F, Postaire J G. Catching Moving Objects with Snakes for Motion Tracking. Pattern Recognition Letters, 1995, 16(7): 679-685
[6]  Reed I S, Gagliardi R M, Stotts L B. A Recursive Moving –Target-Indication Algorithm for Optical Image Sequences. IEEE Trans on Aerospace and Electronic Systems, 1990, 26(3): 434-439
[7]  Yang S Y. VC++Image Manipulation Programming. Beijing, China: Tsinghua University Press, 2003 (in Chinese) (杨淑莹.VC++图像处理程序设计.北京:清华大学出版社, 2003)
[8]  Jiang Y, Gao Q J, Hu D D. Research on Object Recognition of Mobile Robot Based on Image Information and BP Network.Pattern Recognition and Artificial Intelligence, 2005, 18(3): 322-327 (in Chinese) (姜 延,高庆吉,胡丹丹.基于图像信息和BP网络的机器人目标识别技术研究.模式识别与人工智能, 2005, 18(3): 322-327)
[9]  Chao K, Srinath M D. Invariant Character Recognition with Zernike and Orthogonal Fourier-Mellin Moments. Pattern Recognition, 2002, 35(1): 143-154
[10]  Goldberg D E. Genetic Algorithms in Search, Optimization, and Machine Learning. Boston, USA: Addison-Wesley, 1989

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