Rocky Upadhyay

Content based Image Retrieval System Using Machine Learning

Buch

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 tha… Mehr

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Produktdetails

Weitere Autoren: Degadwala, Sheshang / Upadhyay, Shivam

ISBN: 978-613-8-95658-7
EAN: 9786138956587
Produktnummer: 37302063
Verlag: Scholars' Press
Sprache: Englisch
Erscheinungsjahr: 2021
Seitenangabe: 60 S.
Masse: H22.0 cm x B15.0 cm x D0.4 cm 107 g
Abbildungen: Paperback
Gewicht: 107

Über 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.