On the choice of the parameters for anisotropic diffusion in image processing
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Summary
An automatic stopping criterion is proposed, that takes into consideration the quality of the preserved edges as opposed to just the level of smoothing achieved, and is compared with other state of the art schemes using objective criteria.
- Type
- article
- Published
- 2013-05-01
- Cited by
- 227
- References
- 49
- OpenAlex
- https://openalex.org/W1968069998
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:9904612
Keywords
Anisotropic diffusion, Smoothing, Diffusion, Computer science, Image (mathematics)
References
- Coherence-Enhancing Diffusion Filtering
- Anisotropic diffusion in image processing
- Proceedings of the Eighth International Joint Conference on Artificial Intelligence
- Image Processing: The Fundamentals: Petrou/Image Processing: The Fundamentals
- Estimating the gradient in the Perona-Malik equation
- A Review of Nonlinear Diffusion Filtering
- Vessel enhancing diffusion: A scale space representation of vessel structures
- Applications of nonlinear diffusion in image processing and computer vision
- The Perona-Malik Paradox
- Smoothing and Edge Detection by Time-Varying Coupled Nonlinear Diffusion Equations
- Iterative Parameter-Choice and Multigrid Methods for Anisotropic Diffusion Denoising
- Nonlinear diffusion with multiple edginess thresholds
- Enhancement of the ultrasound images by modified anisotropic diffusion method
- Scale selection for anisotropic diffusion filter by Markov random field model
- Robust anisotropic diffusion
- Noise-Driven Anisotropic Diffusion Filtering of MRI
- A multi-scale approach to nonuniform diffusion
- Oriented Speckle Reducing Anisotropic Diffusion
- Seismic Fault Preserving Diffusion
- A time-dependent anisotropic diffusion image smoothing method
Cited by
- Detección de áreas de interés bajo la hipótesis de relación espacial de voxels activados en fMRI
- Adaptive noise-reducing anisotropic diffusion filter
- Spatial Distribution and Quantification of Forest Treatment Residues for Bioenergy Production
- A novel Non-local means image denoising method based on grey theory
- An improved anisotropic diffusion filter with semi-adaptive threshold for edge preservation
- Modified Anisotropic Diffusion filtering algorithm for MRI
- An Optimal Partial Differential Equations-based Stopping Criterion for Medical Image Denoising
- Speckle noise reduction of ultrasound knee biomarker with edge and detail preservation using improved diffusivity function
- Image Denoising Using Variations of Perona-Malik Model with Different Edge Stopping Functions☆
- Extended Shearlet HMT Model-Based Image Denoising Using BKF Distribution
- On learning optimized reaction diffusion processes for effective image restoration
- Stratified Sampling Voxel Classification for Segmentation of Intraretinal and Subretinal Fluid in Longitudinal Clinical OCT Data
- Image denoising in extended Shearlet domain using hidden Markov tree models
- An algorithm for noise correction of dual-energy computed tomography material density images
- Gabor-based anisotropic diffusion for speckle noise reduction in medical ultrasonography.
- MR image intensity inhomogeneity correction
- An edge-preserving adaptive image denoising
- Anisotropic Diffusion Filtering Operation and Limitations - Magnetic Resonance Imaging Evaluation
- Face Recognition Using Gabor Filter Based Feature Extraction with Anisotropic Diffusion as a Pre-processing Technique
- Generalized total variation-based MRI Rician denoising model with spatially adaptive regularization parameters.
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