Citation: | DENG Xiangyu and MA Yide, “PCNN Model Analysis and Its Automatic Parameters Determination in Image Segmentation and Edge Detection,” Chinese Journal of Electronics, vol. 23, no. 1, pp. 97-103, 2014, |
R. Eckhorn, H.J. Reitboeck, M. Arndt, P. Dicke,"Feature linking via synchronization among distributed assemblies: SimulaFig. 10. Comparison with other algorithms: (a) Segmentation result of the traditional parameters; (b) Result of Sobel method; (c) Result of Laplacian of Gaussian methodl; (d) Result of Canny method tion of results from cat visual cortex", Neural Computation, Vol.2, No.3, pp293-307, 1990.
|
J.L. Johnson, M.L. Padgett,"PCNN models and applications", IEEE Transactions on Neural Networks, Vol.10, No.3, pp480498, 1999.
|
Shuo Wei, Qu Hong, Mengshu Hou,"Automatic image segmentation based on PCNN with adaptive threshold time constant", Neurocomputing, Vol.74, No.9, pp.1485-1491, 2011.
|
G. Kuntimad, H.S. Ranganath,"Perfect image segmentation using pulse-coupled neural networks", IEEE Transactions on Neural Networks, Vol.10, No.3, pp.591-598, 1999.
|
Yu Jiangbo, Chen Houjin, Wang Wei, Li Jupeng,"Parameter determination of pulse coupled neural network in image processing", Acta Electronica Sinica, Vol.36, No.1, pp.81-85, 2008. (in Chinese)
|
Min Li, Wei Cai, Zheng Tan,"Adaptive parameters determination method of pulse coupled neural network based on water valley area", I. King et al. (Eds.): ICONIP 2006, Part II, LNCS 4233, pp.713-720, 2006.
|
Yide Ma, Rolan Dai, Lian Li and LinWei,"Image segmentation of embryonic plant cell using pulse-coupled neural networks", Chinese Science Bulletin, Vol.47, No.02, pp.169-173, 2002.
|
Yuli Chen, Sung-Kee Park, Yide Ma,"A new automatic parameter setting method of a simplified PCNN for image segmentation", IEEE Transactions on Neural Networks, Vol.22, No.6, pp.880-892, 2011.
|
Yang Zhiyong, Zhou Qiyun, Zhou Dingkang,"Gray image edge detection method based on PCNN", Computer Engineering Applications, Vol.40, No.4, pp.92-94, 2004. (in Chinese)
|
Liang Zhou, Yu Sun, Jianguo Zheng,"Automated color image edge detection using improved PCNN model", WSEAS Transactions on Computers, Vol.17, No.4, pp.184-189, 2008.
|
M. Yonekawa and H. Kurokawa,"An automatic parameter adjustment method of pulse coupled neural network for image segmentation", in Proc. Artif. Neural Netw., Limassol, Cyprus, pp.834-843, 2009.
|
Y.W. Bi, T.S. Qiu, X.B. Li and Y. Guo,"Automatic image segmentation based on a simplified pulse coupled neural network", Lecture Notes in Computer Science, Vol.3174, pp.405410, 2004.
|
Deng Xiang-yu, Ma Yi-de,"PCNN model automatic parameters determination and its modified model", Acta Electronica Sinica, Vol.40, No.(5), pp.955-964, 2012. (in Chinese)
|
G.T. Fechner, Elemente der psychophysik. Leipzig, Germany: Breitkopf & Hartel, 1860.
|
R.P. Broussard, S.K. Rogers, M.E. Oxley, et al.,"Physiologically motivated image fusion for object detection using a pulse coupled neural network", IEEE Transactions on Neural Networks, Vol.10, No.3, pp.554-563, 1999.
|
H.S. Ranganath, G.J. Kuntimad, L. Johnson,"Pulse coupled neural networks for image processing", IEEE Southeastcon, Raleigh, NC, pp.37-43, 1995.
|
H.S. Ranganath, G. Kuntimad,"Object detection using pulse coupled neural networks", IEEE Transactions on Neural Networks, Vol.10, No.3, pp.615-620, 1999.
|
Gu Xiaodong, Guo Shide, Yu Daoheng,"A new approach for image edge detection using PCNN", Computer Engineering Applications, Vol.39, No.16, pp.1-2, 55, 2003. (in Chinese)
|
Kang Chung-chia, Wang Wen-june,"A novel edge detection method based on the maximizing objective function", Pattern Recognition, Vol.40, No.2, pp.609-618, 2007.
|
Bao Qingfeng, Wang Jicheng,"A new color image segmentation based on PCNN", Computer Engineering and Applications, No.27, pp.48-50, 2005. (in Chinese)
|
J.L. John, D. Ritter,"Observation of periodic waves in a pulsecoupled neural network", Opt. Lett, Vol.18, No.15, pp.12531255, 1993.
|
Ma Yide, Su Maojun, Chen Rui,"Image binarization based on PCNN and corresponding segmentation evaluation method", Journal of South China University of Technology, Vol.5, No.37, pp.49-53, 2009. (in Chinese)
|
K. Chen, D.L. Wang,"A dynamically coupled neural oscillator network for image segmentation", Neural Netw., Vol.15, No.3, pp.423-439, 2002.
|
H. Berg, R. Olsson, T. Lindblad, J. Chilo,"Automatic design of pulse coupled neurons for image segmentation", Neurocomputing, Vol.71, No.10, pp.1980-1993, 2008.
|
J. Schreiter, J. Döge, D. Matolin, R. Schüffny, A. Heittmann, U. Ramacher,"Image segmentation by a PCNN with adaptive weights", Proceeding (396) Visualization, Imaging, and Image Processing, Benalmádena, Spain, pp.396-802, 2003.
|
J.A. Karvonen,"Baltic sea ice SAR segmentation and classification using modified pulse-coupled neural networks", IEEE Trans. Geosci. Remote Sensing, Vol.42, No.7, pp.1566-1574, 2004.
|
Li Zhiqiang, Cheng Feiyan, An Lizhe, Ma Yide, et al.,"Edge detection of color images based on the improved multi-dimensional PCNN", Journal of Lanzhou University (Natural Sciences), Vol.45, No.5, pp.130-134, 2009. (in Chinese)
|
Y. Lu, J. Miao, L. Duan, Y. Qiao and R. Jia,"A new approach to image segmentation based on simplified region growing PCNN", Appl. Math. Comput., Vol.205, No.2, pp.807-814, 2008.
|
Tan Yingfang, Zhou Dongming, Zhao Dongfeng, et al.,"Color image segmentation and edge detection using unit-linking PCNN image entropy", Computer Engineering and Applications, Vol.45, No.12, pp.174-177, 2009. (in Chinese)
|
Z. Wang, Y. Ma, F. Cheng and L. Yang,"Review of pulsecoupled neural networks", Image Vis. Comput., Vol.28, No.1, pp.5-13, 2010.
|