Computational Intelligence Paradigms in Advanced Pattern Classification, Softcover reprint of the original 1st ed. 2012
Studies in Computational Intelligence Series, Vol. 386

Coordinators: Ogiela Marek R., Jain Lakhmi C

Language: English

105.49 €

In Print (Delivery period: 15 days).

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Computational Intelligence Paradigms in Advanced Pattern Classification
Publication date:
Support: Print on demand

105.49 €

In Print (Delivery period: 15 days).

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Computational intelligence paradigms in advanced pattern classification
Publication date:
199 p. · 15.5x23.5 cm · Hardback

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.

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.
Presents theoretical foundations as well as recent advances in pattern classification using computational intelligence paradigms Includes a number of useful practical case studies Written by leading experts in the field