Computational Intelligence Paradigms in Advanced Pattern Classification

✍ Scribed by Marek R. Ogiela, Lakhmi C. Jain (auth.), Marek R. Ogiela, Lakhmi C Jain (eds.)

• Publisher: Springer-Verlag Berlin Heidelberg
• Year: 2012
• Tongue: English
• Leaves: 213
• Series: Studies in Computational Intelligence 386
• Edition: 1
• Category: Library

✦ Synopsis

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 filtration and intelligent multi-object labelling and classification. It is directed to the scientists, application engineers, professors, professors and students will find this book useful.

✦ Table of Contents

Front Matter....Pages 1-11
Recent Advances in Pattern Classification....Pages 1-4
Neural Networks for Handwriting Recognition....Pages 5-24
Moving Object Detection from Mobile Platforms Using Stereo Data Registration....Pages 25-37
Pattern Classifications in Cognitive Informatics....Pages 39-57
Optimal Differential Filter on Hexagonal Lattice....Pages 59-87
Graph Image Language Techniques Supporting Advanced Classification and Cognitive Interpretation of CT Coronary Vessel Visualizations....Pages 89-111
A Graph Matching Approach to Symmetry Detection and Analysis....Pages 113-144
Pattern Classification Methods for Analysis and Visualization of Brain Perfusion CT Maps....Pages 145-170
Inference of Co-occurring Classes: Multi-class and Multi-label Classification....Pages 171-197
Back Matter....Pages 1-1

✦ Subjects

Computational Intelligence; Artificial Intelligence (incl. Robotics); Pattern Recognition