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...
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: | |
Online Access: | https://ieeexplore.ieee.org/document/9044346/ |
Similar Items
-
DoFP-ML: A Machine Learning Approach to Food Quality Monitoring Using a DoFP Polarization Image Sensor
by: Maen Takruri, et al.
Published: (2020-01-01) -
Adversarial Gaussian Denoiser for Multiple-Level Image Denoising
by: Aamir Khan, et al.
Published: (2021-04-01) -
Variational Regularization for Multi-Channel Image Denoising
by: Muhammad Wasim Nawaz, et al.
Published: (2019-08-01) -
Variational Regularization for Multi-Channel Image Denoising
by: Muhammad Wasim Nawaz, et al.
Published: (2019-08-01) -
Variational Regularization for Multi-Channel Image Denoising
by: Muhammad Wasim Nawaz, et al.
Published: (2019-08-01)