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基于PCNN的图像阴影处理新方法

顾晓东 郭仕德 余道衡

顾晓东, 郭仕德, 余道衡. 基于PCNN的图像阴影处理新方法[J]. 电子与信息学报, 2004, 26(3): 479-483.
引用本文: 顾晓东, 郭仕德, 余道衡. 基于PCNN的图像阴影处理新方法[J]. 电子与信息学报, 2004, 26(3): 479-483.
Gu Xiao-dong, Guo Shi-de, Yu Dao-heng. A New Approach for Image Shadow Processing Based on PCNN[J]. Journal of Electronics & Information Technology, 2004, 26(3): 479-483.
Citation: Gu Xiao-dong, Guo Shi-de, Yu Dao-heng. A New Approach for Image Shadow Processing Based on PCNN[J]. Journal of Electronics & Information Technology, 2004, 26(3): 479-483.

基于PCNN的图像阴影处理新方法

A New Approach for Image Shadow Processing Based on PCNN

  • 摘要: 该文提出了如何用脉冲耦合神经网络(PCNN)进行图像阴影处理的新方法。计算机仿真表明,采用参数优选的PCNN图像阴影处理算法,可有效地处理图像中的阴影,从而使得图像中的目标易于被发现。该文工作拓展了有明确生物学背景的PCNN在图像处理方面的功能。
  • Broussard R P, Rogers S K, Oxley M E, et al.. Physiologically motivated image fusion for object detection using a pulse coupled neural network[J].IEEE Trans. on Neural Networks.1999, 10(3):554-563[2]Liu X, Wang D L. Range image segmentation using a relaxation oscillator networks[J].IEEE Trans. on Neural Networks.1999, 10(3):564-573[3]Kinser J M. Foveation by a pulse-coupled neural network[J].IEEE Trans. on Neural Networks.1999, 10(3):621-625[4]Johnson J L, Padgett M L. PCNN Models and Applications[J].IEEE Trans. on Neural Networks.1999, 10(3):480-498[5]Jcaufield H, Kinser J M. Finding shortest path in the shortest time using PCNNs[J].IEEE Trans.on Neural Networks.1999, 10(3):604-606[6]Ranganath H S, Kuntimad G. Object detection using pulse coupled neural networks[J].IEEE Trans. on Neural Networks.1999, 10(3):615-620[7]Wells D M. Solving degenerate optimization problems using networks of neural oscillators[J].Neural networks.1992, 5(6):949-959[8]Gu Xiaodong, Wang Haiming, Yu Daoheng. Binary image restoration using pulse coupled neural network. The 8th International Conference on Neural Information Processing, ICONIP-2001,Shanghai, China, 2001: 922-927.[9]Johnson J L, Padgett J L, Friday W O. Multiscale image factorization. In Proc. IEEE Int. Conf.Neural Networks, Houston, TX, June 1997: 1465-1468.[10]Eckhorn R, Reitboeck H J, Arndt M, et al.. Feature linking via synchronization among distributed assemblies, Simulation of results from cat cortex[J].Neural Comput.1990, 2(3):293-307[11]Eckhorn R, Frien A, Bauer R, et al.. High frequency oscillations in primary visual cortex of awake monkey[J].NeuroRep.1993, 4(3):243-246[12]John J L, Ritter D. Observation of periodic waves in a pulse-coupled neural network[J].Opt. Lett.1993, 18(15):1253-1255
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出版历程
  • 收稿日期:  2002-11-04
  • 修回日期:  2003-01-28
  • 刊出日期:  2004-03-19

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