Study of Configuration and Combination of Filters in Image Denoising - Tapa blanda

Ali, Rashid; Amin, Rooh Ul

 
9783659895173: Study of Configuration and Combination of Filters in Image Denoising

Sinopsis

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.

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Reseña del editor

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.

Biografía del autor

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.

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