Study of Configuration and Combination of Filters in Image Denoising - Softcover

Ali, Rashid; Amin, Rooh Ul

Softcover

ISBN 10: 3659895172 ISBN 13: 9783659895173

Publisher: LAP LAMBERT Academic Publishing, 2016

Synopsis

This monograph contains a brief review of image denoising techniques. In addition, this work studies how configuration of biorthogonal filters in block matching 3D filtering (BM3D) and color block matching 3D filtering (CBM3D) influences the result of image denoising. Furthermore, this work combines two well-known image denoising techniques i.e., robust bilateral filter (RBF) and total variation filter (TVF), to obtain a better result of image denoising compared to using an individual filter.

About this title

About the Author

Rashid Ali is PhD Research Fellow in School of Computer and Communication Engineering, University of Science & Technology Beijing (USTB), PR China. He has done MS in Electronics, Information & Communication Engineering from Northwestern Polytechnical University (NWPU), Xi'an, PR China.

Edition details

• Publisher: LAP LAMBERT Academic Publishing
• Publication date: 2016
• ISBN 10: 3659895172
• ISBN 13: 9783659895173
• Binding: Paperback
• Language: English
• Number of pages: 88