Fronts propagating with curvature-dependent speed: algorithms based on Hamilton-Jacobi formulations
Journal of Computational Physics
On active contour models and balloons
CVGIP: Image Understanding
Elements of information theory
Elements of information theory
Computing minimal surfaces via level set curvature flow
Journal of Computational Physics
A Bayesian Approach to Dynamic Contours Through Stochastic Sampling and Simulated Annealing
IEEE Transactions on Pattern Analysis and Machine Intelligence
Region-based strategies for active contour models
International Journal of Computer Vision
Shape Modeling with Front Propagation: A Level Set Approach
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Matching Using Deformable Templates
IEEE Transactions on Pattern Analysis and Machine Intelligence
Region Competition: Unifying Snakes, Region Growing, and Bayes/MDL for Multiband Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Statistical Region Snake-Based Segmentation Adapted to Different Physical Noise Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Stochastic Complexity in Statistical Inquiry Theory
Stochastic Complexity in Statistical Inquiry Theory
Adaptive Parametrically Deformable Contours
EMMCVPR '97 Proceedings of the First International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
A 3-step algorithm using region-based active contours for video objects detection
EURASIP Journal on Applied Signal Processing
Snakes, shapes, and gradient vector flow
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
IEEE Transactions on Pattern Analysis and Machine Intelligence
International Journal of Computer Vision
A Variational Technique for Time Consistent Tracking of Curves and Motion
Journal of Mathematical Imaging and Vision
Medical Image Segmentation Based on the Bayesian Level Set Method
Medical Imaging and Informatics
Nonparametric Level-Set Segmentation Based on the Minimization of the Stochastic Complexity
ACIVS '08 Proceedings of the 10th International Conference on Advanced Concepts for Intelligent Vision Systems
Robust Vessel Segmentation Based on Multi-resolution Fuzzy Clustering
IDEAL '08 Proceedings of the 9th International Conference on Intelligent Data Engineering and Automated Learning
ISVC '08 Proceedings of the 4th International Symposium on Advances in Visual Computing, Part II
Optimization of Divergences within the Exponential Family for Image Segmentation
SSVM '09 Proceedings of the Second International Conference on Scale Space and Variational Methods in Computer Vision
A Statistical Overlap Prior for Variational Image Segmentation
International Journal of Computer Vision
Target detection in SAR images based on a level set approach
IEEE Transactions on Systems, Man, and Cybernetics, Part C: Applications and Reviews
Variational B-spline level-set: a linear filtering approach for fast deformable model evolution
IEEE Transactions on Image Processing
Region-Based Active Contours with Exponential Family Observations
Journal of Mathematical Imaging and Vision
Image segmentation in a kernel-induced space
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Noise estimation and adaptive filtering during visual tracking
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Effective level set image segmentation with a kernel induced data term
IEEE Transactions on Image Processing
A level set method based on the Bayesian risk for medical image segmentation
Pattern Recognition
Machine Vision and Applications - Integrated Imaging and Vision Techniques for Industrial Inspection
Integrating spatial fuzzy clustering with level set methods for automated medical image segmentation
Computers in Biology and Medicine
Smooth contour coding with minimal description length active grid segmentation techniques
Pattern Recognition Letters
Multiscale vessel segmentation: a level set approach
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
An effective segmentation for noise-based image verification using gamma mixture models
ACCV'09 Proceedings of the 9th Asian conference on Computer Vision - Volume Part III
Denoising of medical images using a reconstruction-average mechanism
Digital Signal Processing
A statistical level set framework for segmentation of left ventricle
IWICPAS'06 Proceedings of the 2006 Advances in Machine Vision, Image Processing, and Pattern Analysis international conference on Intelligent Computing in Pattern Analysis/Synthesis
A variational approach for object contour tracking
VLSM'05 Proceedings of the Third international conference on Variational, Geometric, and Level Set Methods in Computer Vision
Robust segmentation for left ventricle based on curve evolution
KES'06 Proceedings of the 10th international conference on Knowledge-Based Intelligent Information and Engineering Systems - Volume Part III
A segmentation algorithm for jacquard images based on mumford-shah model
EGMM'04 Proceedings of the Seventh Eurographics conference on Multimedia
Coupling Image Restoration and Segmentation: A Generalized Linear Model/Bregman Perspective
International Journal of Computer Vision
A Variational Framework for Region-Based Segmentation Incorporating Physical Noise Models
Journal of Mathematical Imaging and Vision
| Hi-index | 0.14 |
Abstract--We analyze level set implementation of region snakes based on the maximum likelihood method for different noise models that belong to the exponential family. We show that this approach can improve segmentation results in noisy images and we demonstrate that the regularization term can be efficiently determined using an information theory-based approach, i.e., the minimum description length principle. The criterion to be optimized has no free parameter to be tuned by the user and the obtained segmentation technique is adapted to nonsimply connected objects.