Image Denoising by Sparse 3-D Transform-Domain Collaborative Filtering
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- Type
- article
- Published
- 2007-08-01
- Cited by
- 9,148
- References
- 26
- OpenAlex
- https://openalex.org/W2056370875
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:1475121
Keywords
Noise reduction, Non-local means, Sparse approximation, Computer science, Artificial intelligence
References
- Weighted overcomplete denoising
- Adaptive Window Size Image De-noising Based on Intersection of Confidence Intervals (ICI) Rule
- Adaptive principal components and image denoising
- Self-Organizing Maps
- Fuzzy Cluster Analysis : A New Method to Predict Future Cardiac Events in Patients With Positive Stress Tests
- Data clustering: a review
- Image denoising with block-matching and 3D filtering
- Transform domain image restoration methods: review, comparison, and interpretation
- On the structure of vector quantizers
- Color Image Denoising via Sparse 3D Collaborative Filtering with Grouping Constraint in Luminance-Chrominance Space
- Optimal Spatial Adaptation for Patch-Based Image Denoising
- Image denoising using scale mixtures of Gaussians in the wavelet domain
- Some methods for classification and analysis of multivariate observations
- Pointwise Shape-Adaptive DCT for High-Quality Denoising and Deblocking of Grayscale and Color Images
- A Review of Image Denoising Algorithms, with a New One
- A joint inter- and intrascale statistical model for Bayesian wavelet based image denoising
- Estimating the probability of the presence of a signal of interest in multiresolution single- and multiband image denoising
- Image Denoising Via Sparse and Redundant Representations Over Learned Dictionaries
- Two-level adaptive denoising using Gaussian scale mixtures in overcomplete oriented pyramids
- Bivariate shrinkage functions for wavelet-based denoising exploiting interscale dependency
Cited by
- Computational analysis of live cell images of the Arabidopsis thaliana plant.
- Image Noise Level Estimation by Principal Component Analysis
- Joint Removal of Random and Fixed-Pattern Noise Through Spatiotemporal Video Filtering
- Bayesian Inference for Neighborhood Filters With Application in Denoising
- CONCOLOR: Constrained Non-Convex Low-Rank Model for Image Deblocking
- Lidar Waveform-Based Analysis of Depth Images Constructed Using Sparse Single-Photon Data
- Evolutionary Fuzzy Block-Matching-Based Camera Raw Image Denoising
- Automatic classification of retinal three-dimensional optical coherence tomography images using principal component analysis network with composite kernels
- Comparison between reflectance confocal microscopy and 2‐photon microscopy in early detection of cutaneous radiation injury in a mouse model in vivo
- Enhancing sparse-view photoacoustic tomography with combined virtually parallel projecting and spatially adaptive filtering
- Convolutional Mixture of Experts Model: A Comparative Study on Automatic Macular Diagnosis in Retinal Optical Coherence Tomography Imaging
- Non-contrast coronary magnetic resonance angiography: current frontiers and future horizons
- Learnability Enhancement for Low-Light Raw Image Denoising: A Data Perspective
- Nonlocal smoothing and adaptive morphology for scalar- and matrix-valued images
- Sparse coding for machine learning, image processing and computer vision
- Distributed source coding: New tools and application to video compression. (Codage de sources distribuées : nouveaux outils et application à la compression vidéo)
- Stable registration of pathological 3D-OCT scans using retinal vessels
- Reproducible Research, Software Quality, Online Interfaces and Publishing for Image Processing. (Recherche reproductible, qualité logicielle, publication et interfaces en ligne pour le traitement d'image)
- Implicit and Explicit Codes For Diffraction Tomography
- The Non-Local Bootstrap – Estimation of Uncertainty in Diffusion MRI
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