Bio-inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition

• Συγγραφή απο Οργανισμό/Αρχή: SpringerLink (Online service)
• Άλλοι συγγραφείς: Melin, Patricia (Επιμελητής έκδοσης), Kacprzyk, Janusz (Επιμελητής έκδοσης), Pedrycz, Witold (Επιμελητής έκδοσης)
• Μορφή: Ηλεκτρονική πηγή Ηλ. βιβλίο
• Γλώσσα: English
• Έκδοση: Berlin, Heidelberg : Springer Berlin Heidelberg, 2009.
• Σειρά: Studies in Computational Intelligence, 256
• Θέματα: Computer science.; Artificial intelligence.; Computer graphics.; Image processing.; Applied mathematics.; Engineering mathematics.; Computer Science.; Image Processing and Computer Vision.; Appl.Mathematics/Computational Methods of Engineering.; Artificial Intelligence (incl. Robotics).; Signal, Image and Speech Processing.; Computer Imaging, Vision, Pattern Recognition and Graphics.

"Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition" comprises papers on diverse aspects of bio-inspired models, soft computing and hybrid intelligent systems. The articles are divided in four main parts. The first one consists of papers that propose new fuz...

Πίνακας περιεχομένων:

• 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.