Content based Image Retrieval System Using Machine Learning - Softcover

Upadhyay, Rocky; Degadwala, Sheshang; Upadhyay, Shivam

 
9786138956587: Content based Image Retrieval System Using Machine Learning
Softcover
ISBN 10: 6138956583 ISBN 13: 9786138956587
Verlag: Scholars' Press, 2021

Inhaltsangabe

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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Über die Autorin bzw. den Autor

Prof. Rocky Upadhyay Currently working as an Assistant Professor in Sigma Institute of Engineering. He is having more than seven years experience in field. He is Pursuing Ph.d in Image Processing. His Masters is from SRK University and Bachelors is from Gujarat Technological University.

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Verlag
Scholars' Press
Erscheinungsdatum
2021
Sprache
Englisch
ISBN 10 
6138956583
ISBN 13 
9786138956587
Einband
Taschenbuch
Anzahl der Seiten
60
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Nicht verfügbar
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