A Novel Approach For Improvements In Content Based Image Retrieval

Ghuge, Nilam/ Patil, Bhushan

ISBN 10: 3659875295 / ISBN 13: 9783659875298

Published by LAP LAMBERT Academic Publishing, 2016

About this Item

300 pages. 8.66x5.91x0.68 inches. In Stock.

Seller Inventory # 3659875295

Bibliographic Details

• Title: A Novel Approach For Improvements In Content Based Image Retrieval
• Publisher: LAP LAMBERT Academic Publishing
• Publication Date: 2016
• Language: English
• ISBN 10: 3659875295
• ISBN 13: 9783659875298
• Binding: Paperback
• Condition: Brand New
• Weight: 0.5 kilograms

About this title

Synopsis

In CBIR the most common feature used are shape, colors, texture etc. To improve the accuracy of retrieval, it must look on the far side the classical features. The features which could easily be extracted from data could be considered. One of such feature is directionality of the image texture. Directional information can be represented in a compact manner by using transform like wavelet, Gabor, Radon etc. In this book we address this problem of using directional information to increase accuracy of CBIR. Content-based image retrieval (CBIR), additionally called question by image content (QBIC) and content-based visual info retrieval (CBVIR) is that the application of laptop vision techniques to the image retrieval drawback, that is, the matter of checking out digital pictures in giant databases. In this book we have compared classical histogram method for image retrieval with retrieval using Gabor, Wavelet, Complex Wavelet, Radon transform and Ridgelet transform. Image retrieval performance is estimated by using Precession and Recall.

About the Author

Dr. Nilam N. Ghuge has obtained his Ph.D in Electronics Engineering. His area of research is Image Processing and Retrieval and Pattern Recognition. He has published papers in various journals like Elsevier, Springer, IEEE etc. He is working as Associate Professor and Head Department of Electrical Engineering at JSPM's BSIOTR, Wagholi, Pune.