In this book, the authors present current research in the study of the practices, perspectives and challenges of pattern recognition. Topics include the practical usage of algorithmic probability in pattern recognition; application of pattern recognition in optimization-simulation techniques; pattern recognition applied to spectroscopy; optimization of an embedded simplified fuzzy ARTMAP implemented on a microcontroller using MATLAB GUI environment; pattern recognition using quaternion color moments; and pattern recognition by Bessel mask and one-dimensional signatures.
Chapter 1 - Pattern Recognition Applied to Spectroscopy: Conventional Methods and Future Directions (pp. 1-46)
Authors / Editors: (Ana Paula Craig, Adriana S. Franca, Joseph Irudayaraj, PPGCA, DEMEC, Universidade Federal de Minas Gerais, Belo Horizonte, MG, Brazil, and others)
Chapter 2 - Optimization of an Embedded Simplified Fuzzy ARTMAP Implemented on a Microcontroller using MATLAB GUI Environment (pp. 47-90)
Authors / Editors: (Eduardo Garcia-Breijo, Jose Garrigues, Luis Gil-Sanchez, Centro de Reconocimiento Molecular y Desarrollo Tecnológico, Unidad Mixta UPV-UV, Universitat Politècnica de Valéncia, Valencia, Spain)
***Open Access Chapter. Free Download Available***
Chapter 3 - Application of Pattern Recognition in Optimization-Simulation Technique (pp. 91-124)
Authors / Editors: (G.M. Antonova, Trapeznikov Institute of Control Sciences, Russian Academy of Sciences, ul. Profsoyuznaya, Moscow, Russia)
Chapter 4 - Practical Usage of Algorithmic Probability in Pattern Recognition (pp. 125-152)
Authors / Editors: (Alexey S. Potapov, AIDEUS and National Research University of Information Technology, Mechanics and Optics, Russia)
Chapter 5 - Pattern Recognition Using Quaternion Color Moments (pp. 153-176)
Authors / Editors: (E.G. Karakasis, G.A. Papakostas, D.E. Koulouriotis, Department of Production Engineering and Management, Democritus University of Thrace, Xanthi, Greece, and others)
Chapter 6 - Pattern Recognition by Bessel Mask and One-Dimensional Signatures (pp. 177-184)
Authors / Editors: (Selene Solorza, Josue Alvarez-Borrego, Facultad de Ciencias, Universidad Autonoma de Baja California, USA, and others)
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