A Level Set Model for Image Classification
International Journal of Computer Vision
Mean Shift: A Robust Approach Toward Feature Space Analysis
IEEE Transactions on Pattern Analysis and Machine Intelligence
Loop-free snakes for highly irregular object shapes
Pattern Recognition Letters
Geodesic Active Regions and Level Set Methods for Supervised Texture Segmentation
International Journal of Computer Vision
Using Prior Shapes in Geometric Active Contours in a Variational Framework
International Journal of Computer Vision
A Variational Approach for the Segmentation of the Left Ventricle in Cardiac Image Analysis
International Journal of Computer Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Flux Maximizing Geometric Flows
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiple video object tracking in complex scenes
Proceedings of the tenth ACM international conference on Multimedia
Strategies for image segmentation combining region and boundary information
Pattern Recognition Letters
International Journal of Computer Vision
International Journal of Computer Vision
'Dynamism of a Dog on a Leash' or Behavior Classification by Eigen-Decomposition of Periodic Motions
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part I
Shape Priors for Level Set Representations
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part II
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
Coupled Geodesic Active Regions for Image Segmentation: A Level Set Approach
ECCV '00 Proceedings of the 6th European Conference on Computer Vision-Part II
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Geodesic Active Contours Applied to Texture Feature Space
Scale-Space '01 Proceedings of the Third International Conference on Scale-Space and Morphology in Computer Vision
Region-Boundary Cooperative Image Segmentation Based on Active Regions
CCIA '02 Proceedings of the 5th Catalonian Conference on AI: Topics in Artificial Intelligence
Weakly Supervised Learning of Visual Models and Its Application to Content-Based Retrieval
International Journal of Computer Vision - Special Issue on Content-Based Image Retrieval
Gradient Vector Flow Fast Geometric Active Contours
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geodesic active regions and level set methods for motion estimation and tracking
Computer Vision and Image Understanding
ACM SIGGRAPH 2006 Papers
Nonlinear manifold learning for dynamic shape and dynamic appearance
Computer Vision and Image Understanding
An active contour model for image segmentation based on elastic interaction
Journal of Computational Physics
Journal of Mathematical Imaging and Vision
Rule-driven object tracking in clutter and partial occlusion with model-based snakes
EURASIP Journal on Applied Signal Processing
Optical aerial image partitioning using level sets based on modified Chan-Vese model
Pattern Recognition Letters
Pattern Recognition Letters
Track and cut: simultaneous tracking and segmentation of multiple objects with graph cuts
Journal on Image and Video Processing - Video Tracking in Complex Scenes for Surveillance Applications
Shape recovery by a generalized topology preserving SOM
Neurocomputing
Color learning and illumination invariance on mobile robots: A survey
Robotics and Autonomous Systems
International Journal of Computer Vision
Geodesic active regions and level set methods for motion estimation and tracking
Computer Vision and Image Understanding
Preferential image segmentation using trees of shapes
IEEE Transactions on Image Processing
Graph cut optimization for the Mumford-Shah model
VIIP '07 The Seventh IASTED International Conference on Visualization, Imaging and Image Processing
Lennard-Jones force field for geometric active contour
Signal Processing
A logic framework for active contours on multi-channel images
Journal of Visual Communication and Image Representation
Continuous curve matching with scale-space curvature and extrema-based scale selection
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
Simultaneous object classification and segmentation with high-order multiple shape models
IEEE Transactions on Image Processing
Multiphase Soft Segmentation with Total Variation and H1 Regularization
Journal of Mathematical Imaging and Vision
Automatic fetal measurements in ultrasound using constrained probabilistic boosting tree
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
segmenting multiple textured objects using geodesic active contour and DWT
PReMI'07 Proceedings of the 2nd international conference on Pattern recognition and machine intelligence
On the Length and Area Regularization for Multiphase Level Set Segmentation
International Journal of Computer Vision
SIAM Journal on Imaging Sciences
A Multiphase Image Segmentation Method Based on Fuzzy Region Competition
SIAM Journal on Imaging Sciences
Interactive 2D and volume image segmentation using level sets of probabilities
SIGGRAPH Asia 2011 Sketches
Segmentation evaluation using a support vector machine
ICAPR'05 Proceedings of the Third international conference on Advances in Pattern Recognition - Volume Part I
A charged active contour based on electrostatics
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
An active contour model guided by LBP distributions
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
A variational PDE based level set method for a simultaneous segmentation and non-rigid registration
MICCAI'05 Proceedings of the 8th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
A deterministic-statistic adventitia detection in IVUS images
FIMH'05 Proceedings of the Third international conference on Functional Imaging and Modeling of the Heart
Deformable-Model based textured object segmentation
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Bimodal texture segmentation with the Lee-Seo model
ICIAR'07 Proceedings of the 4th international conference on Image Analysis and Recognition
Computer Vision and Image Understanding
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This paper presents a novel variational method for supervised texture segmentation. The textured feature space is generated by filtering the given textured images using isotropic and anisotropic filters, and analyzing their responses as multi-component conditional probability density functions.The texture segmentation is obtained by unifying region and boundary-based information as an improved Geodesic Active Contour Model. The defined objective function is minimized using a gradient-descent method where a level set approach is used to implement the obtained PDE.According to this PDE, the curve propagation towards the final solution is guided by boundary and region-based segmentation forces, and is constrained by a regularity force. The level set implementation is performed using a fast front propagation algorithm where topological changes are naturally handled. The performance of our method is demonstrated on a variety of synthetic and real textured frames.