Feature-preserving denoising of time-varying range data
ACM SIGGRAPH 2006 Sketches
Feature-preserving non-local denoising of static and time-varying range data
Proceedings of the 2007 ACM symposium on Solid and physical modeling
Image deblurring with blurred/noisy image pairs
ACM SIGGRAPH 2007 papers
A gentle introduction to bilateral filtering and its applications
ACM SIGGRAPH 2007 courses
Nonlocal Prior Bayesian Tomographic Reconstruction
Journal of Mathematical Imaging and Vision
International Journal of Computer Vision
Nonlocal Image and Movie Denoising
International Journal of Computer Vision
Local Adaptivity to Variable Smoothness for Exemplar-Based Image Regularization and Representation
International Journal of Computer Vision
Adaptive feature-preserving non-local denoising of static and time-varying range data
Computer-Aided Design
Examining the Role of Scale in the Context of the Non-Local-Means Filter
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Impact of Rician Adapted Non-Local Means Filtering on HARDI
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
MICCAI '08 Proceedings of the 11th International Conference on Medical Image Computing and Computer-Assisted Intervention, Part II
Robust Estimation Approach for NL-Means Filter
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Structural Adaptation for Patch-Based Image Denoising
CAR '09 Proceedings of the 2009 International Asia Conference on Informatics in Control, Automation and Robotics
Support vector regression based image denoising
Image and Vision Computing
Gaussian KD-trees for fast high-dimensional filtering
ACM SIGGRAPH 2009 papers
PatchMatch: a randomized correspondence algorithm for structural image editing
ACM SIGGRAPH 2009 papers
Image denoising in steerable pyramid domain based on a local Laplace prior
Pattern Recognition
Partial Similarity of Objects, or How to Compare a Centaur to a Horse
International Journal of Computer Vision
Anisotropic Smoothing Using Double Orientations
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
On the Rate of Structural Change in Scale Spaces
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
RSLDI: Restoration of single-sided low-quality document images
Pattern Recognition
A solution to the deficiencies of image enhancement
Signal Processing
Mumford-Shah regularizer with contextual feedback
Journal of Mathematical Imaging and Vision
Realistic Depth Blur for Images with Range Data
Dyn3D '09 Proceedings of the DAGM 2009 Workshop on Dynamic 3D Imaging
General Adaptive Neighborhood Choquet Image Filtering
Journal of Mathematical Imaging and Vision
A Variational Framework for Non-local Image Inpainting
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Short Communication: Efficient quadtree based block-shift filtering for deblocking and deringing
Journal of Visual Communication and Image Representation
A moment-based nonlocal-means algorithm for image denoising
Information Processing Letters
Simultaneous MAP-based video denoising and rate-distortion optimized video encoding
IEEE Transactions on Circuits and Systems for Video Technology
Patch-based video processing: a variational Bayesian approach
IEEE Transactions on Circuits and Systems for Video Technology
Robust NL-means filter with optimal pixel-wise smoothing parameter for statistical image denoising
IEEE Transactions on Signal Processing
Clustering-based denoising with locally learned dictionaries
IEEE Transactions on Image Processing
Removal of correlated noise by modeling the signal of interest in the wavelet domain
IEEE Transactions on Image Processing
Self-similarity driven color demosaicking
IEEE Transactions on Image Processing
High-dimensional statistical measure for region-of-interest tracking
IEEE Transactions on Image Processing
Adaptive total variation denoising based on difference curvature
Image and Vision Computing
Anti-shaking Algorithm for the Mobile Phone Camera in Dim Light Conditions
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
Nonlocal Edge-Directed Interpolation
PCM '09 Proceedings of the 10th Pacific Rim Conference on Multimedia: Advances in Multimedia Information Processing
New PAR/NL scheme for stochastic texture interpolation
ICME'09 Proceedings of the 2009 IEEE international conference on Multimedia and Expo
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Removing Multiplicative Noise by Douglas-Rachford Splitting Methods
Journal of Mathematical Imaging and Vision
Training an active random field for real-time image denoising
IEEE Transactions on Image Processing
Diffusion tensors for processing sheared and rotated rectangles
IEEE Transactions on Image Processing
Principal neighborhood dictionaries for nonlocal means image denoising
IEEE Transactions on Image Processing
Iterative weighted maximum likelihood denoising with probabilistic patch-based weights
IEEE Transactions on Image Processing
Review of brain MRI image segmentation methods
Artificial Intelligence Review
An asymmetric post-processing for correspondence problem
Image Communication
Ramp preserving Perona-Malik model
Signal Processing
Uniform and textured regions separation in natural images towards MPM adaptive denoising
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Non-local scan consolidation for 3D urban scenes
ACM SIGGRAPH 2010 papers
Scale selection for anisotropic diffusion filter by Markov random field model
Pattern Recognition
Multicomponent MR image denoising
Journal of Biomedical Imaging
Generalized Gibbs priors based positron emission tomography reconstruction
Computers in Biology and Medicine
Nonlocal back-projection for adaptive image enlargement
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Low-light imaging method with visible-band and wide-band image pair
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Non-local image smoothing by applying anisotropic diffusion PDE's in the space of patches
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Fast non-local algorithm for image denoising
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Markovian clustering for the non-local means image denoising
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Fast Multi-Hypothesis Motion Compensated Filter for Video Denoising
Journal of Signal Processing Systems
Generalised Nonlocal Image Smoothing
International Journal of Computer Vision
Image reconstruction using particle filters and multiple hypotheses testing
IEEE Transactions on Image Processing
MR contrast synthesis for lesion segmentation
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
Homogeneity similarity based image denoising
Pattern Recognition
Geodesic image and video editing
ACM Transactions on Graphics (TOG)
Accelerating spatially varying Gaussian filters
ACM SIGGRAPH Asia 2010 papers
Fusion of range and color images for denoising and resolution enhancement with a non-local filter
Computer Vision and Image Understanding
Fast covariance computation and dimensionality reduction for sub-window features in images
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part II
Image denoising based on hierarchical Markov random field
Pattern Recognition Letters
Non-local spatial spectral clustering for image segmentation
Neurocomputing
Bayesian blind deconvolution from differently exposed image pairs
IEEE Transactions on Image Processing
Image restoration based on PDEs and a non-local algorithm
PCM'10 Proceedings of the Advances in multimedia information processing, and 11th Pacific Rim conference on Multimedia: Part II
Nonlocal patch-based label fusion for hippocampus segmentation
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
Optimized anisotropic rotational invariant diffusion scheme on cone-beam CT
MICCAI'10 Proceedings of the 13th international conference on Medical image computing and computer-assisted intervention: Part III
The generalized patchmatch correspondence algorithm
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Non-local kernel regression for image and video restoration
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
A high-quality video denoising algorithm based on reliable motion estimation
ECCV'10 Proceedings of the 11th European conference on computer vision conference on Computer vision: Part III
Effective image restorations using a novel spatial adaptive prior
EURASIP Journal on Advances in Signal Processing
A novel variational model for image segmentation
Journal of Computational and Applied Mathematics
A Quaternion Framework for Color Image Smoothing and Segmentation
International Journal of Computer Vision
A spectral approach to nonlocal mesh editing
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part I
Rotationally invariant similarity measures for nonlocal image denoising
Journal of Visual Communication and Image Representation
Image postprocessing by Non-local Kuan's filter
Journal of Visual Communication and Image Representation
Multiscale Photon-Limited Spectral Image Reconstruction
SIAM Journal on Imaging Sciences
Fuzzy c-means clustering with non local spatial information for noisy image segmentation
Frontiers of Computer Science in China
Spatial-temporal motion compensation based video super resolution
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Sparse angular CT reconstruction using non-local means based iterative-correction POCS
Computers in Biology and Medicine
A Smoothed Particle Image Reconstruction method
Calcolo: a quarterly on numerical analysis and theory of computation
A Variational Framework for Exemplar-Based Image Inpainting
International Journal of Computer Vision
MRI superresolution using self-similarity and image priors
Journal of Biomedical Imaging
On the application of structured sparse model selection to JPEG compressed images
CCIW'11 Proceedings of the Third international conference on Computational color imaging
A robust and fast non-local means algorithm for image denoising
Journal of Computer Science and Technology
Data-driven visual similarity for cross-domain image matching
Proceedings of the 2011 SIGGRAPH Asia Conference
Edgemap-based wiener filtering for preserving image fine details and edges
Proceedings of the 15th WSEAS international conference on Systems
Extracting noise elements while preserving edges in spatial domain
ICIAP'11 Proceedings of the 16th international conference on Image analysis and processing - Volume Part II
A general system for automatic biomedical image segmentation using intensity neighborhoods
Journal of Biomedical Imaging
Non-local shape descriptor: a new similarity metric for deformable multi-modal registration
MICCAI'11 Proceedings of the 14th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Locally adaptive image denoising by a statistical multiresolution criterion
Computational Statistics & Data Analysis
Non-local adaptive structure tensors
Image and Vision Computing
Inpainting with image patches for compression
Journal of Visual Communication and Image Representation
Non-local image reconstruction for efficient BTF synthesis
SIGGRAPH Asia 2011 Sketches
Combinatorial Continuous Maximum Flow
SIAM Journal on Imaging Sciences
Learning-based image restoration for compressed images
Image Communication
Continuous evolution of fractal transforms and nonlocal PDE imaging
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Random walks, constrained multiple hypothesis testing and image enhancement
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part I
Detail-Preserving local editing for point-sampled geometry
CGI'06 Proceedings of the 24th international conference on Advances in Computer Graphics
Toward efficient spatial variation decomposition via sparse regression
Proceedings of the International Conference on Computer-Aided Design
Image enhancement of low-light scenes with near-infrared flash images
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part I
An MMSE approach to nonlocal image denoising: Theory and practical implementation
Journal of Visual Communication and Image Representation
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part I
A local variance-based bilateral filtering for artifact-free detail- and edge-preserving smoothing
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Regularization with adaptive neighborhood condition for image denoising
MICAI'11 Proceedings of the 10th international conference on Artificial Intelligence: advances in Soft Computing - Volume Part II
A multiresolution framework for local similarity based image denoising
Pattern Recognition
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Nonlocal filters for removing multiplicative noise
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Efficient beltrami flow in patch-space
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
From a modified ambrosio-tortorelli to a randomized part hierarchy tree
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Adaptive manifolds for real-time high-dimensional filtering
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Video deblurring for hand-held cameras using patch-based synthesis
ACM Transactions on Graphics (TOG) - SIGGRAPH 2012 Conference Proceedings
Fuzzy c-means clustering with weighted image patch for image segmentation
Applied Soft Computing
True 4D image denoising on the GPU
Journal of Biomedical Imaging - Special issue on Parallel Computation in Medical Imaging Applications
An augmented Lagrangian approach to general dictionary learning for image denoising
Journal of Visual Communication and Image Representation
Journal of Visual Communication and Image Representation
Source video camera identification for multiply compressed videos originating from YouTube
Digital Investigation: The International Journal of Digital Forensics & Incident Response
Edge-preserving color image denoising through tensor voting
Computer Vision and Image Understanding
How to Compare Noisy Patches? Patch Similarity Beyond Gaussian Noise
International Journal of Computer Vision
Self-similarity based structural regularity for just noticeable difference estimation
Journal of Visual Communication and Image Representation
Denoising by second order statistics
Signal Processing
A new similarity measure for nonlocal filtering in the presence of multiplicative noise
Computational Statistics & Data Analysis
Evolution-enhanced multiscale overcomplete dictionaries learning for image denoising
Engineering Applications of Artificial Intelligence
Using anisotropic bivariate threshold function for image denoising in NSCT domain
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Dose reduction for digital breast tomosynthesis by patch-based denoising in reconstruction
IWDM'12 Proceedings of the 11th international conference on Breast Imaging
SURE-based optimization for adaptive sampling and reconstruction
ACM Transactions on Graphics (TOG) - Proceedings of ACM SIGGRAPH Asia 2012
Fuzzy spectral clustering with robust spatial information for image segmentation
Applied Soft Computing
Super-resolution texture synthesis using stochastic PAR/NL model
Journal of Visual Communication and Image Representation
Gabor feature based nonlocal means filter for textured image denoising
Journal of Visual Communication and Image Representation
Non-local spatial redundancy reduction for bottom-up saliency estimation
Journal of Visual Communication and Image Representation
Extracting the essence from sets of images
Computational Aesthetics'07 Proceedings of the Third Eurographics conference on Computational Aesthetics in Graphics, Visualization and Imaging
A new model for performance evaluation of denoising algorithms based on image quality assessment
Proceedings of the CUBE International Information Technology Conference
Parameterless discrete regularization on graphs for color image filtering
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Solving the inverse problem of image zooming using "self-examples"
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Bayesian reconstruction using a new nonlocal MRF prior for count-limited PET transmission scans
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Structure guided fusion for depth map inpainting
Pattern Recognition Letters
Edge preserving image denoising with a closed form solution
Pattern Recognition
Modified bilateral filter for the restoration of noisy color images
ACIVS'12 Proceedings of the 14th international conference on Advanced Concepts for Intelligent Vision Systems
Non-causal temporal prior for video deblocking
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part V
Mixed-resolution patch-matching
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Video matting using multi-frame nonlocal matting laplacian
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part VI
Non-local means resolution enhancement of lung 4D-CT data
MICCAI'12 Proceedings of the 15th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
TreeCANN - k-d tree coherence approximate nearest neighbor algorithm
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part IV
Self-content super-resolution for ultra-HD up-sampling
Proceedings of the 9th European Conference on Visual Media Production
Digital rock physics benchmarks-Part I: Imaging and segmentation
Computers & Geosciences
Fast image deconvolution using closed-form thresholding formulas of Lq(q=12,23) regularization
Journal of Visual Communication and Image Representation
Accelerating non-local denoising with a patch based dictionary
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Feature match: an efficient low dimensional PatchMatch technique
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Digital restoration of damaged mural images
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
A stochastic image denoising algorithm using 3-D block filtering under a non-local means framework
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
PCA based video denoising in a non-local means framework
Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing
Robust visual tracking with discriminative sparse learning
Pattern Recognition
New spatial based MRI image de-noising algorithm
Artificial Intelligence Review
Proceedings of the 7th International Conference on Ubiquitous Information Management and Communication
An improved approximate k-nearest neighbors nonlocal-means denoising method with GPU acceleration
IScIDE'12 Proceedings of the third Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
A restoration algorithm for images contaminated by mixed Gaussian plus random-valued impulse noise
Journal of Visual Communication and Image Representation
Handwriting beautification using token means
ACM Transactions on Graphics (TOG) - SIGGRAPH 2013 Conference Proceedings
Adaptive non-local means filter for image deblocking
Image Communication
Nonlocal spectral prior model for low-level vision
ACCV'12 Proceedings of the 11th Asian conference on Computer Vision - Volume Part III
Feature space denoising improves word spotting
Proceedings of the 2nd International Workshop on Historical Document Imaging and Processing
Snake model-based lymphoma segmentation for sequential CT images
Computer Methods and Programs in Biomedicine
PatchNet: a patch-based image representation for interactive library-driven image editing
ACM Transactions on Graphics (TOG)
Structure-preserving image smoothing via region covariances
ACM Transactions on Graphics (TOG)
International Journal of Computer Vision
SMI 2013: Feature-aware filtering for point-set surface denoising
Computers and Graphics
A new similarity measure for non-local means filtering of MRI images
Journal of Visual Communication and Image Representation
Reliability measure for shape-from-focus
Image and Vision Computing
Proceedings of the 12th ACM SIGGRAPH International Conference on Virtual-Reality Continuum and Its Applications in Industry
Image denoising via 2D dictionary learning and adaptive hard thresholding
Pattern Recognition Letters
Computers & Mathematics with Applications
2.5D extension of neighborhood filters for noise reduction in 3d medical CT images
Transactions on Computational Science XIX
A Linear Systems Approach to Imaging Through Turbulence
Journal of Mathematical Imaging and Vision
Use of wavelet for image processing in smart cameras with low hardware resources
Journal of Systems Architecture: the EUROMICRO Journal
Image-pair-based deblurring with spatially varying norms and noisy image updating
Journal of Visual Communication and Image Representation
A general non-local denoising model using multi-kernel-induced measures
Pattern Recognition
Machine Vision and Applications
International Journal of Computer Vision
From a Non-Local Ambrosio-Tortorelli Phase Field to a Randomized Part Hierarchy Tree
Journal of Mathematical Imaging and Vision
On MAP and MMSE estimators for the co-sparse analysis model
Digital Signal Processing
Color recovery of black-and-white halftoned images via categorized color-embedding look-up tables
Digital Signal Processing
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We propose a new measure, the method noise, to evaluate and compare the performance of digital image denoising methods. We first compute and analyze this method noise for a wide class of denoising algorithms, namely the local smoothing filters. Second, we propose a new algorithm, the non local means (NL-means), based on a non local averaging of all pixels in the image. Finally, we present some experiments comparing the NL-means algorithm and the local smoothing filters.