Computational Intelligence Paradigms in Advanced Pattern Classification

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Marek R. Ogiela, Lakhmi C. Jain
Springer Science & Business Media, Jan 13, 2012 - Computers - 200 pages
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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.

 

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Contents

Recent Advances in Pattern Classification
1
Neural Networks for Handwriting Recognition
5
Moving Object Detection from Mobile Platforms Using Stereo Data Registration
25
Pattern Classifications in Cognitive Informatics
38
Optimal Differential Filter on Hexagonal Lattice
59
Graph Image Language TechniquesSupporting Advanced Classification and Cognitive Interpretation of CT Coronary Vessel Visualizations
88
A Graph Matching Approach to Symmetry Detection and Analysis
113
Pattern Classification Methods for Analysis and Visualization of Brain Perfusion CT Maps
145
Multiclass and Multilabel Classification
171
Author Index
198
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