Content based Image Retrieval System Using Machine Learning

Name: Content based Image Retrieval System Using Machine Learning
Brand: Scholars' Press
SKU: 9786138956587
Price: 906 CZK
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Autor: Sheshang Degadwala, Shivam Upadhyay

Jazyk:

Vazba: Brožovaná

Vydavatel: Scholars' Press

Dostupnost: Skladem u dodavatele

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Content based Image Retrieval Process Depending on New Matching Strategy. In this paper Proposed Mod...

Informace o knize

Autor

Sheshang Degadwala, Shivam Upadhyay

Jazyk

Angličtina

Vazba

Kniha - Brožovaná

Vydáno

2021

Stránek

EAN

9786138956587

ISBN

6138956583

Enbook ID

37011870

Vydavatel

Scholars' Press

Hmotnost

107

Rozměry

150 x 220 x 4

Kompletní popis

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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Content based Image Retrieval System Using Machine Learning

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