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Paper Details

Paper Title
Image Retrieval by using histogram equalization and DBTCF using SVM
Abstract
Retrieving images as of from vast quantity of database which is based on to their content are being recognized content based image retrieval. Efficiency of any CBIR system is depend on features mined to stand for an image. As a outcome feature extraction is crucial step in design and the development of some CBIR. Most normally used features to signify images are Color, texture and shape. Here the Block truncation coding feature known as (BTCF) is used so as to compress the image. Further it give thought of Support Vector Machine also known (SVM) classifier. In paper the block of data is also divided into different chunks, so that image of single instance can be stored in these chunks. So replication will be enhanced with the aid of compression techniques which is discussed in detail. Here basic CBIR system is being developed by the combine features like color correlogram , color moments and Gabor wavelet transform all along by way of histogram descriptor. Further outcome is being obtained are then compared through CBIR system is using the SVM classifier.
KeyWord
Content Based Image Retrieval (CBIR),color moment, Histogram Equilization, SVM, , block truncation coding feature (BTCF), GABOR wavelet transform, etc
Others Details
Paper Id : 25602
Author Name : Ayushi Godiya
Co-Author Name(s) : L.D Mahor
Volume/Issue No : Volume 04 Issue 11
Page No : 52-59
DOI Number : DOI:10.21090/IJAERD.25602
Publication Date : 2017-11-09
License : This work is licensed under a Creative Commons Attribution 4.0 International License.
website : http://www.ijaerd.com/index.php
Impact Factor : 4.72, SJIF-2016
ISSN Details : eISSN: 2348-4470, pISSN:2348-6406