Colour image segmentation using the self-organizing map and adaptive resonance theory

Image and Vision Computing - Tập 23 - Trang 1060-1079 - 2005
N.C. Yeo1, K.H. Lee1, Y.V. Venkatesh1, S.H. Ong1
1Department of Electrical and Computer Engineering, National University of Singapore, 10 Kent Ridge Crescent, Singapore 119260, Singapore

Tài liệu tham khảo

Schalkoff, 1992 Kohonen, 1997 Kohonen, 1990, The self-organizing map, IEEE Proceedings, 78, 1464, 10.1109/5.58325 Carpenter, 1988, The ART of adaptive pattern recognition by a selforganizing neural network, Computer, 77, 10.1109/2.33 Carpenter, 1987, A massively parallel architecture for a self-organizing neural pattern recognition machine, Computer Vision, Graphics, and Image Processing, 37, 54, 10.1016/S0734-189X(87)80014-2 Dekker, 1994, Kohonen neural networks for optimal colour quantization, Network: Computation in Neural Systems, 5, 351, 10.1088/0954-898X/5/3/003 Lampinen, 1992, Clustering properties of hierarchical self-organizing maps, Journal of Mathematical Imaging and Vision, 261, 10.1007/BF00118594 Traven, 1989 Ghosal, 1992 Papamarkos, 2002, Adaptive color reduction, IEEE Transactions on Systems, Man, and Cybernetics, 32, 44, 10.1109/3477.979959 Uchiyama, 1994, Color image segmentation using competitive learning, IEEE Transactions on Pattern Analysis and Machine Intelligence, 16, 1197, 10.1109/34.387488 Ong, 2002, Segmentation of color images using a two-stage self-organizing network, Image and Vision Computing, 20, 279, 10.1016/S0262-8856(02)00021-5 Carpenter, 1987, ART2: self-organization of stable category recognition codes for analog input patterns, Applied Optics, 26, 4919, 10.1364/AO.26.004919 Carpenter, 1991, Fuzzy ART: fast stable learning and categorization of analog patterns by an adaptive resonance system, Neural Networks, 4, 759, 10.1016/0893-6080(91)90056-B Vlajic, 2001, Vector quantization of images using modified adaptive resonance algorithm for hierarchical clustering, IEEE Transactions on Neural Networks, 12, 1147, 10.1109/72.950143 N.C. Yeo, Color Image Segmentation Using Neural Networks, National University of Singapore, M.Eng. Thesis, (1998). Schunemann, 1998 D.M. Cao, Color Image Segmentation Using Neural Networks, National University of Singapore, M.Eng. Thesis (1996). Frank, 1998, Comparative analysis of fuzzy ART and ART2A network clustering performance, IEEE Transactions on Neural Networks, 9, 544, 10.1109/72.668896 Fritzke, 1991 Fritzke, 1992 Moore, 1988