A Computational Approach to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Uniqueness of the Gaussian Kernel for Scale-Space Filtering
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Scale-Space and Edge Detection Using Anisotropic Diffusion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Adaptive Smoothing: A General Tool for Early Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Image selective smoothing and edge detection by nonlinear diffusion
SIAM Journal on Numerical Analysis
Nonlinear Image Filtering with Edge and Corner Enhancement
IEEE Transactions on Pattern Analysis and Machine Intelligence
A multi-scale approach to nonuniform diffusion
CVGIP: Image Understanding
An efficient cost scaling algorithm for the assignment problem
Mathematical Programming: Series A and B
SUSAN—A New Approach to Low Level Image Processing
International Journal of Computer Vision
Edge Detection and Ridge Detection with Automatic Scale Selection
International Journal of Computer Vision
A New Interpretation and improvement of the Nonlinear Anisotropic Diffusion for Image Enhancement
IEEE Transactions on Pattern Analysis and Machine Intelligence
Edge Detection with Embedded Confidence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Contour and Texture Analysis for Image Segmentation
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Diffusions and Confusions in Signal and Image Processing
Journal of Mathematical Imaging and Vision
Coherence-Enhancing Diffusion Filtering
International Journal of Computer Vision
Recursive Separable Schemes for Nonlinear Diffusion Filters
SCALE-SPACE '97 Proceedings of the First International Conference on Scale-Space Theory in Computer Vision
Finding Edges and Lines in Images
Finding Edges and Lines in Images
Bilateral Filtering for Gray and Color Images
ICCV '98 Proceedings of the Sixth International Conference on Computer Vision
Learning to Detect Natural Image Boundaries Using Local Brightness, Color, and Texture Cues
IEEE Transactions on Pattern Analysis and Machine Intelligence
Vector-Valued Image Regularization with PDEs: A Common Framework for Different Applications
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fuzzy anisotropic diffusion for speckle filtering
ICASSP '01 Proceedings of the Acoustics, Speech, and Signal Processing, 200. on IEEE International Conference - Volume 02
Journal of Mathematical Imaging and Vision
A biologically motivated multiresolution approach to contour detection
EURASIP Journal on Applied Signal Processing
Edge and Curve Detection for Visual Scene Analysis
IEEE Transactions on Computers
ROC analysis in ordinal regression learning
Pattern Recognition Letters
Image Compression with Anisotropic Diffusion
Journal of Mathematical Imaging and Vision
An adaptive window mechanism for image smoothing
Computer Vision and Image Understanding
Edge-Preserving Filtering of Images with Low Photon Counts
IEEE Transactions on Pattern Analysis and Machine Intelligence
On candidates selection for hysteresis thresholds in edge detection
Pattern Recognition
Beating the Quality of JPEG 2000 with Anisotropic Diffusion
Proceedings of the 31st DAGM Symposium on Pattern Recognition
IJCAI'83 Proceedings of the Eighth international joint conference on Artificial intelligence - Volume 2
Aggregation Functions: A Guide for Practitioners
Aggregation Functions: A Guide for Practitioners
A shearlet approach to edge analysis and detection
IEEE Transactions on Image Processing
A Nonlinear Derivative Scheme Applied to Edge Detection
IEEE Transactions on Pattern Analysis and Machine Intelligence
Review article: Edge and line oriented contour detection: State of the art
Image and Vision Computing
Contour Detection and Hierarchical Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Edge-based compression of cartoon-like images with homogeneous diffusion
Pattern Recognition
Digital Step Edges from Zero Crossing of Second Directional Derivatives
IEEE Transactions on Pattern Analysis and Machine Intelligence
Gaussian-based edge-detection methods-a survey
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
A geometric approach to edge detection
IEEE Transactions on Fuzzy Systems
Noise-robust edge detector combining isotropic and anisotropic Gaussian kernels
Pattern Recognition
Behavioral analysis of anisotropic diffusion in image processing
IEEE Transactions on Image Processing
Multigrid anisotropic diffusion
IEEE Transactions on Image Processing
Efficient and reliable schemes for nonlinear diffusion filtering
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
Speckle reducing anisotropic diffusion
IEEE Transactions on Image Processing
On the estimation of the coefficient of variation for anisotropic diffusion speckle filtering
IEEE Transactions on Image Processing
Oriented Speckle Reducing Anisotropic Diffusion
IEEE Transactions on Image Processing
Multiscale edge detection based on Gaussian smoothing and edge tracking
Knowledge-Based Systems
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Content-aware, edge-preserving smoothing techniques have gained visibility in recent years. However, they have had a rather limited impact on the edge detection literature compared to content-unaware (linear) techniques, often based on Gaussian filters. In this work, we focus on Anisotropic Diffusion, covering its initial definition by Perona and Malik and subsequent extensions. A visual case study is used to illustrate their features. We perform a quantitative evaluation of the performance of the Canny method for edge detection when substituting linear Gaussian smoothing filters by Anisotropic Diffusion.