Denoising color images based on local orientation estimation and CNN classifier
DOI10.1007/s10851-019-00942-8zbMath1434.94012OpenAlexW3000117728WikidataQ126385687 ScholiaQ126385687MaRDI QIDQ1988467
Enmin Song, Lianghai Jin, Wen-Hua Zhang
Publication date: 23 April 2020
Published in: Journal of Mathematical Imaging and Vision (Search for Journal in Brave)
Full work available at URL: https://doi.org/10.1007/s10851-019-00942-8
quaternioncolor imageimpulse noiseconvolutional neural networkorientation estimationstructure-adaptive filter
Image analysis in multivariate analysis (62H35) Image processing (compression, reconstruction, etc.) in information and communication theory (94A08)
Uses Software
Cites Work
- Removal of mixed Gaussian and impulse noise using directional tensor product complex tight framelets
- Denoising color images by reduced quaternion matrix singular value decomposition
- A quaternion framework for color image smoothing and segmentation
- An anisotropic fourth-order diffusion filter for image noise removal
- Improved direction estimation for Di Zenzo's multichannel image gradient operator
- Image denoising using directional adaptive variable exponents model
- Median filtering: a new insight
- Color image analysis by quaternion-type moments
- A note on the gradient of a multi-image
- Robust Video Restoration by Joint Sparse and Low Rank Matrix Approximation
- Image denoising using scale mixtures of gaussians in the wavelet domain
- Hypercomplex Fourier Transforms of Color Images
- Fast Complexified Quaternion Fourier Transform
- The Theory of Quaternion Matrix Derivatives
- Fast adaptive optimization of weighted vector median filters
- Mixed Noise Removal by Weighted Encoding With Sparse Nonlocal Regularization
- Low-Rank Prior in Single Patches for Nonpointwise Impulse Noise Removal
- Adaptive Regularization With the Structure Tensor
- Weighted Couple Sparse Representation With Classified Regularization for Impulse Noise Removal
- Sparse and Low-Rank Decomposition of a Hankel Structured Matrix for Impulse Noise Removal
- Beyond a Gaussian Denoiser: Residual Learning of Deep CNN for Image Denoising
- Efficient implementation of quaternion Fourier transform, convolution, and correlation by 2-D complex FFT
- Autocorrelation-Driven Diffusion Filtering
- FSIM: A Feature Similarity Index for Image Quality Assessment
- Efficient Image Denoising Method Based on a New Adaptive Wavelet Packet Thresholding Function
- A modified Weiszfeld algorithm for the Fermat-Weber location problem
This page was built for publication: Denoising color images based on local orientation estimation and CNN classifier
