Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition - Melin, Patricia; Pedrycz, Witold; SpringerLink (Online service) (Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009)
Introductory Concepts and Models -- A Survey of Applications of the Extensions of Fuzzy Sets to Image Processing -- Interval Type-2 Fuzzy Cellular Model Applied to the Dynamics of a Uni-specific Population Induced by Environment Variations -- A Genetic Programming Approach to the Design of Interest Point Operators -- Modular Neural Networks in Pattern Recognition -- Face, Fingerprint and Voice Recognition with Modular Neural Networks and Fuzzy Integration -- Modular Neural Networks with Fuzzy Response Integration for Signature Recognition -- Intelligent Hybrid System for Person Identification Using Biometric Measures and Modular Neural Networks with Fuzzy Integration of Responses -- Optimization of Modular Neural Networks with Interval Type-2 Fuzzy Logic Integration Using an Evolutionary Method with Application to Multimodal Biometry -- Comparative Study of Fuzzy Methods for Response Integration in Ensemble Neural Networks for Pattern Recognition -- Neural Network Models and Time Series Prediction -- Ensemble Neural Networks with Fuzzy Integration for Complex Time Series Prediction -- Prediction of the MXNUSD Exchange Rate Using Hybrid IT2 FLS Forecaster -- Discovering Universal Polynomial Cellular Neural Networks through Genetic Algorithms -- EMG Hand Burst Activity Detection Study Based on Hard and Soft Thresholding -- Optimization and Robotics -- Modular Neural Networks Architecture Optimization with a New Evolutionary Method Using a Fuzzy Combination Particle Swarm Optimization and Genetic Algorithms -- A Multi-agent Architecture for Controlling Autonomous Mobile Robots Using Fuzzy Logic and Obstacle Avoidance with Computer Vision -- Particle Swarm Optimization Applied to the Design of Type-1 and Type-2 Fuzzy Controllers for an Autonomous Mobile Robot.
Keywords: Optical data processing; Applied mathematics; Engineering mathematics; Artificial intelligence; Signal processing; Image processing; Speech processing systems; Image Processing and Computer Vision; Mathematical and Computational Engineering; Artificial Intelligence; Signal, Image and Speech Processing; Computer Imaging, Vision, Pattern Recognition and Graphics