Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition /

Bio-Inspired Hybrid Intelligent Systems for Image Analysis and Pattern Recognition /

Detalles Bibliográficos
Autor Corporativo: SpringerLink (Online service)
Otros Autores: Melin, Patricia. (Editor ), Pedrycz, Witold. (Editor )
Formato: eBook
Lenguaje:English
Publicado: Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2009.
Edición:1st ed. 2009.
Colección:Studies in Computational Intelligence, 256
Materias:
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.
Tabla de Contenidos:
  • 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.

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