Fast bilateral filtering for the display of high-dynamic-range images
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Non-iterative, feature-preserving mesh smoothing
ACM SIGGRAPH 2003 Papers
ACM SIGGRAPH 2003 Papers
The trilateral filter for high contrast images and meshes
EGRW '03 Proceedings of the 14th Eurographics workshop on Rendering
Capture of hair geometry from multiple images
ACM SIGGRAPH 2004 Papers
Feature-preserving smoothing algorithm for polygons and meshes
VRCAI '04 Proceedings of the 2004 ACM SIGGRAPH international conference on Virtual Reality continuum and its applications in industry
Nonlinear diffusion filtering on extended neighborhood
Applied Numerical Mathematics
A Novel Monte Carlo Noise Reduction Operator
IEEE Computer Graphics and Applications
The trilateral filter for high contrast images and meshes
SIGGRAPH '05 ACM SIGGRAPH 2005 Courses
ACM SIGGRAPH 2007 papers
A gentle introduction to bilateral filtering and its applications
ACM SIGGRAPH 2007 courses
Video-to-video dynamic super-resolution for grayscale and color sequences
EURASIP Journal on Applied Signal Processing
Robust fusion of irregularly sampled data using adaptive normalized convolution
EURASIP Journal on Applied Signal Processing
EURASIP Journal on Advances in Signal Processing
Edge-preserving decompositions for multi-scale tone and detail manipulation
ACM SIGGRAPH 2008 papers
Local Adaptivity to Variable Smoothness for Exemplar-Based Image Regularization and Representation
International Journal of Computer Vision
Perceptually adaptive joint deringing - deblocking filtering for scalable video coding
MobiMedia '06 Proceedings of the 2nd international conference on Mobile multimedia communications
3D wavelet subbands mixing for image denoising
Journal of Biomedical Imaging
An adaptive window mechanism for image smoothing
Computer Vision and Image Understanding
A gentle introduction to bilateral filtering and its applications
ACM SIGGRAPH 2008 classes
A Fast Approximation of the Bilateral Filter Using a Signal Processing Approach
International Journal of Computer Vision
A new method for parameter estimation of edge-preserving regularization in image restoration
Journal of Computational and Applied Mathematics
On Semi-implicit Splitting Schemes for the Beltrami Color Flow
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
On the effectiveness of multiscale mode filters in edge preserving image filtering
ICS'09 Proceedings of the 13th WSEAS international conference on Systems
Generalizing the Nonlocal-means to super-resolution reconstruction
IEEE Transactions on Image Processing
Fuzzy peer groups for reducing mixed Gaussian-impulse noise from color images
IEEE Transactions on Image Processing
Nonlocal means-based speckle filtering for ultrasound images
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
From Local Kernel to Nonlocal Multiple-Model Image Denoising
International Journal of Computer Vision
Regularized super-resolution of brain MRI
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Nonlinear Image Processing and Filtering: A Unified Approach Based on Vertically Weighted Regression
International Journal of Applied Mathematics and Computer Science - Applied Image Processing
Locally adaptive selection of parameters in regularization-based denoising algorithms
SPPRA '08 Proceedings of the Fifth IASTED International Conference on Signal Processing, Pattern Recognition and Applications
Efficient Beltrami flow using a short time kernel
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
A common viewpoint on broad kernel filtering and nonlinear diffusion
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Efficient Beltrami filtering of color images via vector extrapolation
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
Bayesian non-local means filter, image redundancy and adaptive dictionaries for noise removal
SSVM'07 Proceedings of the 1st international conference on Scale space and variational methods in computer vision
A soft-switching approach to improve visual quality of colour image smoothing filters
ACIVS'07 Proceedings of the 9th international conference on Advanced concepts for intelligent vision systems
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Hyperspectral image enhancement with vector bilateral filtering
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
An embedded mobile ECG reasoning system for elderly patients
IEEE Transactions on Information Technology in Biomedicine - Special section on new and emerging technologies in bioinformatics and bioengineering
Generalised Nonlocal Image Smoothing
International Journal of Computer Vision
Switching bilateral filter with a texture/noise detector for universal noise removal
IEEE Transactions on Image Processing
Fusion of range and color images for denoising and resolution enhancement with a non-local filter
Computer Vision and Image Understanding
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part I
Expert Systems with Applications: An International Journal
Temporal modulation normalization for robust speech feature extraction and recognition
Multimedia Tools and Applications
On Semi-implicit Splitting Schemes for the Beltrami Color Image Filtering
Journal of Mathematical Imaging and Vision
Stochastic image denoising based on Markov-chain Monte Carlo sampling
Signal Processing
Effective color image retrieval based on the gaussian mixture model
CCIW'11 Proceedings of the Third international conference on Computational color imaging
Two novel image filters based on canonical piecewise linear networks
ISNN'05 Proceedings of the Second international conference on Advances in neural networks - Volume Part II
Image denoising using bilateral filter in high dimensional PCA-space
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part II
Depth map enhancement using adaptive steering Kernel regression based on distance transform
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part I
From adaptive averaging to accelerated nonlinear diffusion filtering
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
Fast and robust filtering-based image magnification
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Fuzzy bilateral filtering for color images
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part I
Unsupervised patch-based image regularization and representation
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
A fast approximation of the bilateral filter using a signal processing approach
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part IV
Image diffusion using saliency bilateral filter
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Retinex by two bilateral filters
Scale-Space'05 Proceedings of the 5th international conference on Scale Space and PDE Methods in Computer Vision
Adaptive guided image filtering for sharpness enhancement and noise reduction
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - 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
Filtering-based noise estimation for denoising the image degraded by gaussian noise
PSIVT'11 Proceedings of the 5th Pacific Rim conference on Advances in Image and Video Technology - Volume Part II
Adaptive mesh smoothing for feature preservation
ICCSA'05 Proceedings of the 2005 international conference on Computational Science and Its Applications - Volume Part IV
Efficient video denoising based on dynamic nonlocal means
Image and Vision Computing
Efficient beltrami flow in patch-space
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
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
Trilateral filtering-based retinex for image enhancement
AICI'12 Proceedings of the 4th international conference on Artificial Intelligence and Computational Intelligence
Polyakov action minimization for efficient color image processing
ECCV'10 Proceedings of the 11th European conference on Trends and Topics in Computer Vision - Volume Part II
Characteristic matching-based adaptive fast bilateral filter for ultrasound speckle reduction
Pattern Recognition Letters
Perceptually optimized blind repair of natural images
Image Communication
Optimized graph-based segmentation for ultrasound images
Neurocomputing
Robust reconstruction of 2D curves from scattered noisy point data
Computer-Aided Design
A Framework for Moving Least Squares Method with Total Variation Minimizing Regularization
Journal of Mathematical Imaging and Vision
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Additive noise removal from a given signal is an important problem in signal processing. Among the most appealing aspects of this field are the ability to refer it to a well-established theory, and the fact that the proposed algorithms in this field are efficient and practical. Adaptive methods based on anisotropic diffusion (AD), weighted least squares (WLS), and robust estimation (RE) were proposed as iterative locally adaptive machines for noise removal. Tomasi and Manduchi (see Proc. 6th Int. Conf. Computer Vision, New Delhi, India, p.839-46, 1998) proposed an alternative noniterative bilateral filter for removing noise from images. This filter was shown to give similar and possibly better results to the ones obtained by iterative approaches. However, the bilateral filter was proposed as an intuitive tool without theoretical connection to the classical approaches. We propose such a bridge, and show that the bilateral filter also emerges from the Bayesian approach, as a single iteration of some well-known iterative algorithm. Based on this observation, we also show how the bilateral filter can be improved and extended to treat more general reconstruction problems