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Computational intelligence in multi-feature visual pattern recognition : hand posture and face recognition using biologically inspired approaches

Author: Pramod Kumar Pisharady; Prahlad Vadakkepat; Ai Poh Loh
Publisher: Singapore : Springer, 2014.
Series: Studies in computational intelligence (En ligne), 556.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:

This book presents a collection of computational intelligence algorithms that addresses issues in visual pattern recognition such as high computational complexity, abundance of pattern features,  Read more...

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Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Pramod Kumar Pisharady; Prahlad Vadakkepat; Ai Poh Loh
ISBN: 9789812870568 9812870563
OCLC Number: 1132118364
Notes: Titre de l'écran-titre (visionné le 19 septembre 2014).
Description: 1 ressource en ligne (xiii, 138 pages) : illustrations en partie en couleur, fichiers PDF.
Contents: Part I Computational Intelligence in Visual Pattern Recognition.- 1 Visual Pattern Recognition.- 2 Computational Intelligence Techniques.- 3 Multi-Feature Pattern Recognition.- Part II Feature Selection and Classification.- 4 Fuzzy-Rough Discriminative Feature Selection and Classification.- 5 Hand Posture and Face Recognition using Fuzzy-Rough Approach.- 6 Boosting based Fuzzy-Rough Pattern Classifier.- Part III Biologically Inspired Approaches in Hand Posture Recognition.- 7 Hand Posture Recognition using Neurobiologically Inspired Features.- 8 Attention based Segmentation and Recognition (ASR) Algorithm for Hand Postures Against Complex Backgrounds.- Appendices.- Index.
Series Title: Studies in computational intelligence (En ligne), 556.
Responsibility: Pramod Kumar Pisharady, Prahlad Vadakkepat, Loh Ai Poh.

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