Texture Classification and Segmentation by Cellular Neural Networks Using Genetic Learning

Chua, 1988, Cellular neural networks: Theory, IEEE Trans. Circuits Systems, 35, 1257, 10.1109/31.7600 Chua, 1988, Cellular neural networks: Application, IEEE Trans. Circuits Systems, 35, 1273, 10.1109/31.7601 Roska, 1995, Classes of analogic CNN algorithms and their practical use in complex image processing tasks, Proceedings, IEEE Nonlinear Signal and Image Processing, 2, 767 Roska, 1993, The CNN Universal Machine: An analogic array computer, IEEE Trans. Circuits Systems II, 40, 163, 10.1109/82.222815 Espejo, 1996, A CNN universal chip in CMOS technology, Int. J. Circuit Theory Appl., 24, 93, 10.1002/(SICI)1097-007X(199601/02)24:1<93::AID-CTA906>3.0.CO;2-M Reed, 1993, A review of recent texture segmentation and feature extraction techniques, CVGIP: Image Understanding, 57, 359, 10.1006/ciun.1993.1024 Haralick, 1973, Textural features for image classification, IEEE Trans. Systems Man Cybernet, 3, 610, 10.1109/TSMC.1973.4309314 K. I. Laws, Textured Image Segmentation, Technical Report USCIPI Report 940, Department of Electronic Engineering, Image Processing Institute, University of Southern California, Los Angeles, 1980 Perona, 1990, Scale-space and edge detection using anisotropic diffusion, IEEE Trans. Pattern Anal. Mach. Intelligence, 12, 629, 10.1109/34.56205 Chelappa, 1985, Classification of textures using Gaussian Markov random fields, IEEE Trans. Acoust. Speech Signal Process., 33, 959, 10.1109/TASSP.1985.1164641 Szirányi, 1997, Markov random field image segmentation using cellular neural network, IEEE Trans. Circuits Systems I, 44, 86, 10.1109/81.558448 Jayaramamurthy, 1980, Texture discrimination using digital deconvolution filters, Proceedings, 5th International Conference on Pattern Recognition, Miami Beach, Florida, 1184 Zelniker, 1994, Advanced Digital Signal Processing Jain, 1989, Fundamentals of Digital Image Processing Rózsa, 1976, Lineáris Algebra és Alkalmazásai Ens, 1993, An investigation of methods for determining depth from focus, IEEE Trans. Pattern Anal. Mach. Intelligence, 15, 97, 10.1109/34.192482 Crounse, 1993, Image halftoning with cellular neural networks, IEEE Trans. Circuits Systems, 40, 267, 10.1109/82.224318 Szirányi, 1996, Robustness of cellular neural networks in image deblurring and texture segmentation, Int. J. Circuit Theory Appl., 24, 381, 10.1002/(SICI)1097-007X(199605/06)24:3<381::AID-CTA923>3.0.CO;2-8 Chua, 1990, Stability of class of nonreciprocal cellular neural networks, IEEE Trans. Circuits Systems, 37, 1520, 10.1109/31.101272 Kozek, 1993, Genetic algorithm for CNN template learning, IEEE Trans. Circuits Systems, 40, 392, 10.1109/81.238343 Goldberg, 1993, Genetic Algorithms in Search, Optimization, and Machine Learning Miller, 1994, Deblurring of images by cellular neural networks with applications to microscopy, Proceedings, 3rd IEEE Workshop on CNN and their Applications, Rome, 237 Chua, 1992, On the universe of stable cellular neural networks, Int. J. Circuit Theory Appl., 20, 497, 10.1002/cta.4490200506 Szirányi, 1993, High speed character recognition using a dual cellular neural network architecture (CNND), IEEE Trans. Circuits Systems II, 40, 223, 10.1109/82.222823 Roska, 1992, A digital multiprocessor hardware accelerator board for cellular neural networks: CNN-HAC, Int. J. Circuit Theory Appl., 20, 589, 10.1002/cta.4490200512 Kinget, 1995, A programmable analogue cellular neural network CMOS chip for high speed image processing, IEEE J. Solid-State Circuits, 30, 235, 10.1109/4.364437 Dominguez-Castro, 1997, A 0.8 μm CMOS 2-D programmable mixed-signal focal-plane array processor with on-chip binary imaging and instructions storage, IEEE J. Solid-State Circuits, 32, 1013, 10.1109/4.597292 Csapodi, 1996, Adaptive histogram equalization with cellular neural networks, Proceedings, 4th IEEE Conference on Cellular Neural Networks and Applications, CNNA-96, Seville, 81 Brodatz, 1966, Textures: A Photographic Album for Artists and Designers Szirányi, 1991, Overall picture degradation error for scanned images and the efficiency of character recognition, Opt. Enging., 30, 1878, 10.1117/12.56017 Szirányi, 1994, Subpixel pattern recognition by image histograms, Pattern Recognition, 27, 1079, 10.1016/0031-3203(94)90146-5 You, 1993, Classification and segmentation of rotated and scaled textured images using texture tuned masks, Pattern Recognition, 26, 245, 10.1016/0031-3203(93)90033-S Buf, 1990, Texture feature performance for image segmentation, Pattern Recognition, 23, 291, 10.1016/0031-3203(90)90017-F Tsatsanis, 1992, Object and texture classification using higher order statistics, IEEE Trans. Pattern Anal. Mach. Intelligence, 14, 733, 10.1109/34.142910 Pietikainen, 1983, Experiments with texture classification using averages of local pattern matches, IEEE Trans. Systems Man Cybernet., 13, 421, 10.1109/TSMC.1983.6313175 Nguyen, 1993, Gibbs random fields, fuzzy clustering, and the unsupervised segmentation of textured images, CVGIP: Graph. Models Image Process., 55, 1