aller au contenu
Soft computing approach to pattern classification and object recognition : a unified concept Aperçu de cet ouvrage
FermerAperçu de cet ouvrage
Vérifiant…

Soft computing approach to pattern classification and object recognition : a unified concept

Auteur : Kumar S Ray
Éditeur : New York, NY : Springer, ©2012.
Édition/format :   Livre électronique : Document : AnglaisVoir toutes les éditions et les formats
Base de données :WorldCat
Résumé :
Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition. The book also surveys various soft computing tools, fuzzy relational calculus (FRC), genetic algorithm (GA) and multilayer perceptron (MLP) to provide a strong foundation for the reader. The supervised approach to  Lire la suite...
Évaluation :

(pas encore évalué) 0 avec des critiques - Soyez le premier.

Sujets
Plus comme ceci

 

Trouver un exemplaire en ligne

Liens vers cet ouvrage

Trouver un exemplaire dans la bibliothèque

&AllPage.SpinnerRetrieving; Recherche de bibliothèques qui possèdent cet ouvrage...

Détails

Genre/forme : Electronic books
Type d’ouvrage : Document, Ressource Internet
Format : Ressource Internet, Fichier informatique
Tous les auteurs / collaborateurs : Kumar S Ray
ISBN : 9781461453482 1461453488
Numéro OCLC : 813296759
Description : 1 online resource.
Contenu : Soft computing approach to pattern classification and object recognition --
Pattern classification based on conventional interpretation of MFI --
Pattern classification based on new interpretation of MFI --
Pattern classification based on new interpretation of MFI and floating point genetic algorithm --
Neuro-Genetic approach to pattern classification based on the new interpretation of MFI --
Knowledge-based occluded object recognition based on new interpretation of MFI and floating point genetic algorithm --
Neuro-fuzzy approach to occluded object recognition based on new interpretation of MFI.
Responsabilité : Kumar S. Ray.
Plus d’informations :

Résumé :

Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition. The book also surveys various soft computing tools, fuzzy relational calculus (FRC), genetic algorithm (GA) and multilayer perceptron (MLP) to provide a strong foundation for the reader. The supervised approach to pattern classification and model-based approach to occluded object recognition are treated in one framework, one based on either a conventional interpretation or a new interpretation of multidimensional fuzzy implication (MFI) and a novel notion of fuzzy pattern vector (FPV). By combining practice and theory, a completely independent design methodology was developed in conjunction with this supervised approach on a unified framework, and then tested thoroughly against both synthetic and real-life data. In the field of soft computing, such an application-oriented design study is unique in nature. The monograph essentially mimics the cognitive process of human decision making, and carries a message of perceptual integrity in representational diversity. Soft Computing Approach to Pattern Classification and Object Recognition is intended for researchers in the area of pattern classification and computer vision. Other academics and practitioners will also find the book valuable.

Critiques

Critiques éditoriales

Synopsis de l’éditeur

From the reviews: "This book addresses the use of soft computing techniques for pattern recognition problems, starting with an interesting overview of how the conventional approach to pattern Lire la suite...

 
Critiques d’utilisateurs
Récupération des critiques de GoodReads...
Récuperation des critiques DOGObooks…

Tags

Soyez le premier.

Ouvrages semblables

Confirmez cette demande

Vous avez peut-être déjà demandé cet ouvrage. Veuillez sélectionner OK si vous voulez poursuivre avec cette demande quand même.

Données liées


<http://www.worldcat.org/oclc/813296759>
library:oclcnum"813296759"
library:placeOfPublication
library:placeOfPublication
owl:sameAs<info:oclcnum/813296759>
rdf:typeschema:Book
rdfs:seeAlso
schema:about
schema:about
schema:about
schema:about
schema:about
schema:about
schema:author
schema:bookFormatschema:EBook
schema:copyrightYear"2012"
schema:datePublished"2012"
schema:description"Soft Computing Approach to Pattern Classification and Object Recognition establishes an innovative, unified approach to supervised pattern classification and model-based occluded object recognition. The book also surveys various soft computing tools, fuzzy relational calculus (FRC), genetic algorithm (GA) and multilayer perceptron (MLP) to provide a strong foundation for the reader. The supervised approach to pattern classification and model-based approach to occluded object recognition are treated in one framework, one based on either a conventional interpretation or a new interpretation of multidimensional fuzzy implication (MFI) and a novel notion of fuzzy pattern vector (FPV). By combining practice and theory, a completely independent design methodology was developed in conjunction with this supervised approach on a unified framework, and then tested thoroughly against both synthetic and real-life data. In the field of soft computing, such an application-oriented design study is unique in nature. The monograph essentially mimics the cognitive process of human decision making, and carries a message of perceptual integrity in representational diversity. Soft Computing Approach to Pattern Classification and Object Recognition is intended for researchers in the area of pattern classification and computer vision. Other academics and practitioners will also find the book valuable."
schema:exampleOfWork<http://worldcat.org/entity/work/id/1172996683>
schema:inLanguage"en"
schema:name"Soft computing approach to pattern classification and object recognition a unified concept"
schema:publisher
schema:url<http://site.ebrary.com/id/10612644>
schema:url<http://dx.doi.org/10.1007/978-1-4614-5348-2>
schema:url<http://lib.myilibrary.com?id=422217>
schema:workExample
schema:workExample

Content-negotiable representations

Fermer la fenêtre

Veuillez vous identifier dans WorldCat 

Vous n’avez pas de compte? Vous pouvez facilement créer un compte gratuit.