The connection machine
A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Comments on ``Scale-Based Description and Recognition of Planar Curves and Two-Dimensional Shapes''
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scaling Theorems for Zero Crossings
IEEE Transactions on Pattern Analysis and Machine Intelligence
Corner detection and curve representation using cubic B-spline
Computer Vision, Graphics, and Image Processing
Visual reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence
Describing and recognizing 3-D objects using surface properties
Describing and recognizing 3-D objects using surface properties
Vision: A Computational Investigation into the Human Representation and Processing of Visual Information
Structural Indexing: Efficient 3-D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence - Special issue on interpretation of 3-D scenes—part II
3-D Surface Description from Binocular Stereo
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Edge Detection Technique Using the Facet Model and Parameterized Relaxation Labeling
IEEE Transactions on Pattern Analysis and Machine Intelligence
Optimal Local Weighted Averaging Methods in Contour Smoothing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Journal of Mathematical Imaging and Vision
Edge Detection and Ridge Detection with Automatic Scale Selection
International Journal of Computer Vision
Anisotropic diffusion for Monte Carlo noise reduction
ACM Transactions on Graphics (TOG)
Shape Recovery from Equal Thickness Contours
IEEE Transactions on Pattern Analysis and Machine Intelligence
Mean Shift: A Robust Approach Toward Feature Space Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
B-spline Contour Representation and Symmetry Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multi-scale binarization of images
Pattern Recognition Letters
Pattern Recognition Letters
Bilateral Filtering and Anisotropic Diffusion: Towards a Unified Viewpoint
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Shape from Equal Thickness Contours
CVPR '98 Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition
Nonlinear diffusion filtering on extended neighborhood
Applied Numerical Mathematics
Adaptive Smoothing via Contextual and Local Discontinuities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Least-squares smoothing of 3D digital curves
Real-Time Imaging - Special issue on multi-dimensional image processing
Edge-Preserving Image Denoising and Estimation of Discontinuous Surfaces
IEEE Transactions on Pattern Analysis and Machine Intelligence
Local Adaptivity to Variable Smoothness for Exemplar-Based Image Regularization and Representation
International Journal of Computer Vision
A nonparametric procedure for blind image deblurring
Computational Statistics & Data Analysis
An adaptive window mechanism for image smoothing
Computer Vision and Image Understanding
Graph spectral image smoothing using the heat kernel
Pattern Recognition
Depth-image-based rendering for 3DTV service over T-DMB
Image Communication
Advances in Engineering Software
Diffusion-Based Detection of Carotid Artery Lumen from Ultrasound Images
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
Image Filtering Driven by Level Curves
EMMCVPR '09 Proceedings of the 7th International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Continuous glass patterns for painterly rendering
IEEE Transactions on Image Processing
Nonlinear Image Processing and Filtering: A Unified Approach Based on Vertically Weighted Regression
International Journal of Applied Mathematics and Computer Science - Applied Image Processing
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
Adaptive morphological filtering using similarities based on geodesic time
DGCI'08 Proceedings of the 14th IAPR international conference on Discrete geometry for computer imagery
Edge structure preserving image denoising
Signal Processing
Visual traversability analysis for micro planetary rover
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
Generalised Nonlocal Image Smoothing
International Journal of Computer Vision
An improved anisotropic diffusion model for detail- and edge-preserving smoothing
Pattern Recognition Letters
Review article: Edge and line oriented contour detection: State of the art
Image and Vision Computing
Expert Systems with Applications: An International Journal
From adaptive averaging to accelerated nonlinear diffusion filtering
DAGM'06 Proceedings of the 28th conference on Pattern Recognition
A new method of illumination normalization for robust face recognition
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Detection of surface creases in range data
IMA'05 Proceedings of the 11th IMA international conference on Mathematics of Surfaces
Denoising by anisotropic diffusion of independent component coefficients
ICONIP'06 Proceedings of the 13 international conference on Neural Information Processing - Volume Part I
Detection of arterial lumen in sonographic images based on active contours and diffusion filters
ICIAR'10 Proceedings of the 7th international conference on Image Analysis and Recognition - Volume Part II
Generating fuzzy edge images from gradient magnitudes
Computer Vision and Image Understanding
Reconstruction of radio map from sparse RSS data by discontinuity preserving smoothing
Proceedings of the 2012 ACM Research in Applied Computation Symposium
On the impact of anisotropic diffusion on edge detection
Pattern Recognition
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A method to smooth a signal while preserving discontinuities is presented. This is achieved by repeatedly convolving the signal with a very small averaging mask weighted by a measure of the signal continuity at each point. Edge detection can be performed after a few iterations, and features extracted from the smoothed signal are correctly localized (hence, no tracking is needed). This last property allows the derivation of a scale-space representation of a signal using the adaptive smoothing parameter k as the scale dimension. The relation of this process to anisotropic diffusion is shown. A scheme to preserve higher-order discontinuities and results on range images is proposed. Different implementations of adaptive smoothing are presented, first on a serial machine, for which a multigrid algorithm is proposed to speed up the smoothing effect, then on a single instruction multiple data (SIMD) parallel machine such as the Connection Machine. Various applications of adaptive smoothing such as edge detection, range image feature extraction, corner detection, and stereo matching are discussed.