Computational Intelligence Paradigms in Advanced Pattern Classification

• Corporate Author: SpringerLink (Online service)
• Other Authors: Ogiela, Marek R. (Editor), Jain, Lakhmi C. (Editor)
• Format: Electronic eBook
• Language: English
• Published: Berlin, Heidelberg : Springer Berlin Heidelberg, 2012.
• Series: Studies in Computational Intelligence, 386
• Subjects: Engineering.; Artificial intelligence.; Pattern recognition.; Computational intelligence.; Computational Intelligence.; Artificial Intelligence (incl. Robotics).; Pattern Recognition.

This monograph presents selected areas of application of pattern recognition and classification approaches including handwriting recognition, medical image analysis and interpretation, development of cognitive systems for image computer understanding, moving object detection, advanced image filtrati...

Table of Contents:

• Recent Advances in Pattern Classification
• Neural Networks for Handwriting Recognition
• Moving object detection from mobile platforms using stereo data registration
• Pattern Classifications in Cognitive Informatics
• Optimal Differential Filter on Hexagonal Lattice
• Graph image language techniques supporting advanced classification and cognitive interpretation of CT coronary vessel visualizations
• A graph matching approach to symmetry detection and analysis
• Pattern classification methods for analysis and visualization of brain perfusion CT maps
• Inference of co-occurring classes: Multi-class and multi-label classification.