TY - BOOK ID - 7839045 TI - Soft computing approach to pattern classification and object recognition : a unified concept PY - 2012 SN - 146145347X 1489990100 1283909677 1461453488 PB - New York : Springer, DB - UniCat KW - Artificial intelligence. KW - Computer science. KW - Computer vision. KW - Machine learning. KW - Pattern recognition systems. KW - Soft computing. KW - Pattern perception KW - Soft computing KW - Engineering & Applied Sciences KW - Computer Science KW - Applied Physics KW - Pattern perception. KW - Design perception KW - Pattern recognition KW - Pattern classification systems KW - Pattern recognition computers KW - Image processing. KW - Computer Science. KW - Image Processing and Computer Vision. KW - Signal, Image and Speech Processing. KW - Artificial Intelligence (incl. Robotics). KW - Cognitive computing KW - Electronic data processing KW - Computational intelligence KW - Form perception KW - Perception KW - Figure-ground perception KW - Computer vision KW - Artificial Intelligence. KW - AI (Artificial intelligence) KW - Artificial thinking KW - Electronic brains KW - Intellectronics KW - Intelligence, Artificial KW - Intelligent machines KW - Machine intelligence KW - Thinking, Artificial KW - Bionics KW - Cognitive science KW - Digital computer simulation KW - Logic machines KW - Machine theory KW - Self-organizing systems KW - Simulation methods KW - Fifth generation computers KW - Neural computers KW - Machine vision KW - Vision, Computer KW - Artificial intelligence KW - Image processing KW - Pattern recognition systems KW - Optical data processing. KW - Signal processing. KW - Speech processing systems. KW - Computational linguistics KW - Electronic systems KW - Information theory KW - Modulation theory KW - Oral communication KW - Speech KW - Telecommunication KW - Singing voice synthesizers KW - Pictorial data processing KW - Picture processing KW - Processing, Image KW - Imaging systems KW - Optical data processing KW - Processing, Signal KW - Information measurement KW - Signal theory (Telecommunication) KW - Optical computing KW - Visual data processing KW - Integrated optics KW - Photonics KW - Computers KW - Optical equipment UR - https://www.unicat.be/uniCat?func=search&query=sysid:7839045 AB - Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition. The book also surveys various soft computing tools, fuzzy relational calculus (FRC), genetic algorithm (GA) and multilayer perceptron (MLP) to provide a strong foundation for the reader. The supervised approach to pattern classification and model-based approach to occluded object recognition are treated in one framework , one based on either a conventional interpretation or a new interpretation of multidimensional fuzzy implication (MFI) and a novel notion of fuzzy pattern vector (FPV). By combining practice and theory, a completely independent design methodology was developed in conjunction with this supervised approach on a unified framework, and then tested thoroughly against both synthetic and real-life data. In the field of soft computing, such an application-oriented design study is unique in nature. The monograph essentially mimics the cognitive process of human decision making, and carries a message of perceptual integrity in representational diversity. Soft Computing Approach to Pattern Classification and Object Recognition is intended for researchers in the area of pattern classification and computer vision. Other academics and practitioners will also find the book valuable. ER -