A Hybrid Denoising Algorithm of BM3D and KSVD for Gaussian Noise in DoFP Polarization Images

A Hybrid Denoising Algorithm of BM3D and KSVD for Gaussian Noise in DoFP Polarization Images

In this paper, we present a hybrid denoising algorithm dedicated to division-of-focal plane (DoFP) polarization images. The proposed algorithm, centered around the Block-Matching and 3D Filtering (BM3D) and K-times Singular Value Decomposition (KSVD) denoising algorithms, is capable of significantly...

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Bibliographic Details
Main Authors: Abubakar Abubakar, Xiaojin Zhao, Maen Takruri, Eesa Bastaki, Amine Bermak
Format: Article
Language:English
Published: IEEE 2020-01-01
Series:IEEE Access
Subjects:
Collaborative filtering
division of focal plane
hybrid denoising
image denoising
polarization image
Online Access:https://ieeexplore.ieee.org/document/9044346/

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