Content based Image Retrieval System Using Machine Learning - Couverture souple

Upadhyay, Rocky; Degadwala, Sheshang; Upadhyay, Shivam

 
9786138956587: Content based Image Retrieval System Using Machine Learning
Couverture souple
ISBN 10 : 6138956583 ISBN 13 : 9786138956587
Editeur : Scholars' Press, 2021

Synopsis

Content based Image Retrieval Process Depending on New Matching Strategy. In this paper Proposed Model composed of four Major Phases: feature extraction, Dimensionality Reduction, ANN Classifier and Matching Strategy. feature extraction phase, it extracts a color and texture features, respectively, called color co-occurrence matrix (CCM) and difference between pixels of scan pattern (DBPSP). Dimensionality reduction technique selects the effective features that jointly have the largest dependency on the target class and minimal redundancy among themselves. The artificial neural network (ANN) in our proposed model serves as a classifier so that the selected features of query image are the input and its output is one of the multi classes that have the largest similarity to the query image.

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Éditeur
Scholars' Press
Date d'édition
2021
Langue
anglais
ISBN 10 
6138956583
ISBN 13 
9786138956587
Reliure
Broché
Nombre de pages
60
Coordonnées du fabricant
non disponible
Personne responsable
non disponible