Computational intelligence paradigms in advanced pattern classification

This monograph presents selected areas of application of pattern recognition and classification approaches including handwriting recognition, medical imageanalysis 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. 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. INDICE: 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.

• ISBN: 978-3-642-24048-5
• Editorial: Springer Berlin Heidelberg
• Encuadernacion: Cartoné
• Páginas: 200
• Fecha Publicación: 10/10/2011
• Nº Volúmenes: 1
• Idioma: Inglés