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Soft Computing Approach Pattern Recognition And Image Processing

Buch | Hardcover
372 Seiten
2002
World Scientific Publishing Co Pte Ltd (Verlag)
978-981-238-251-1 (ISBN)
149,60 inkl. MwSt
A collection of 16 articles containing reviews and material. They describe the development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets, with real life applications.
This volume provides a collection of sixteen articles containing review and new material. In a unified way, they describe the recent development of theories and methodologies in pattern recognition, image processing and vision using fuzzy logic, artificial neural networks, genetic algorithms, rough sets and wavelets with significant real life applications.The book details the theory of granular computing and the role of a rough-neuro approach as a way of computing with words and designing intelligent recognition systems. It also demonstrates applications of the soft computing paradigm to case based reasoning, data mining and bio-informatics with a scope for future research.The contributors from around the world present a balanced mixture of current theory, algorithms and applications, making the book an extremely useful resource for students and researchers alike.

Part I: multiple classifier systems, J. Kittler; building decision trees from the Fourier spectrum of a tree ensemble, H. Kargupta; clustering large data sets, M.N. Murty; multi-objective variable string genetic classifier - application to remote sensing imagery, S. Bandyopadhyay et al. Part II: dissimilarity measures between fuzzy sets or fuzzy structures, K.R. Bhutani and A. Rosenfeld; early vision -concepts and algorithms, V.D. Gesu; self-organizing neural network for multi-level image segmentation, A. Ghosh and A. Sen; geometric transformation by moment method with wavelet matrix, Y.Y. Tang et al; new computationally efficient algorithms for video coding, T. Acharya and H.M. Kim; soft computing for computational media aesthetics - analyzing video content for meaning, S. Chaudhury et al. Part III: towards granular multi-agent systems, A. Skowron; granular computing and pattern recognition, W. Pedrycz; case base maintenance - a soft computing perspective, S.C.K. Shiu. Part IV: autoassociative neural network models for pattern recognition tasks in speech and image, B. Yegnanarayana et al; protein structure prediction using soft computing, S. Mitra et al; pattern classification for biological data mining, S.B. Cho.

Erscheint lt. Verlag 26.11.2002
Reihe/Serie Series In Machine Perception And Artificial Intelligence ; 53
Verlagsort Singapore
Sprache englisch
Themenwelt Informatik Grafik / Design Digitale Bildverarbeitung
Informatik Theorie / Studium Künstliche Intelligenz / Robotik
ISBN-10 981-238-251-8 / 9812382518
ISBN-13 978-981-238-251-1 / 9789812382511
Zustand Neuware
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