Study of Configuration and Combination of Filters in Image Denoising - Ali, Rashid;Amin, Rooh ul
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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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Produktbeschreibung
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.
Autorenporträt
Dr. Rashid Ali promovierte 2020 in Kommunikations- und Informationssystemtechnik an der School of Computer and Communication Engineering, USTB, Peking. Zu seinen Forschungsinteressen gehören Bildverarbeitung, Bildentrauschung und Bildverbesserung.Dr. Peng Yunfeng ist Professor an der Fakultät für Computer- und Kommunikationstechnik der USTB in Peking.