Regularization of inverse visual problems involving discontinuities
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual reconstruction
Numerical recipes in C: the art of scientific computing
Numerical recipes in C: the art of scientific computing
Bayesian Clustering for Unsupervised Estimation of Surface and Texture Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Boundary Detection by Constrained Optimization
IEEE Transactions on Pattern Analysis and Machine Intelligence
Using Dynamic Programming for Solving Variational Problems in Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic extraction of deformable part models
International Journal of Computer Vision
The theory and practice of Bayesian image labeling
International Journal of Computer Vision
A physical approach to color image understanding
International Journal of Computer Vision
On active contour models and balloons
CVGIP: Image Understanding
The Design and Use of Steerable Filters
IEEE Transactions on Pattern Analysis and Machine Intelligence
Natural object recognition
International Journal of Computer Vision
Boundary Finding with Parametrically Deformable Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Feature extraction from faces using deformable templates
International Journal of Computer Vision
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
Parallel simulated annealing for shape detection
Computer Vision and Image Understanding
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
Visual Image Retrieval by Elastic Matching of User Sketches
IEEE Transactions on Pattern Analysis and Machine Intelligence
“Brownian strings”: segmenting images with stochastically deformable contours
IEEE Transactions on Pattern Analysis and Machine Intelligence
Deformable Template Recognition of Multiple Occluded Objects
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
Characterization of Neuropathological Shape Deformations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Synthesizing constraint expressions
Communications of the ACM
Bayesian Modeling of Uncertainty in Low-Level Vision
Bayesian Modeling of Uncertainty in Low-Level Vision
Cooperative Robust Estimation Using Layers of Support
IEEE Transactions on Pattern Analysis and Machine Intelligence
Segmentation using deformable models with affinity-based localization
CVRMed-MRCAS '97 Proceedings of the First Joint Conference on Computer Vision, Virtual Reality and Robotics in Medicine and Medial Robotics and Computer-Assisted Surgery
Robust analysis of feature spaces: color image segmentation
CVPR '97 Proceedings of the 1997 Conference on Computer Vision and Pattern Recognition (CVPR '97)
Global and local deformations of solid primitives
SIGGRAPH '84 Proceedings of the 11th annual conference on Computer graphics and interactive techniques
Topologically adaptable snakes
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Corrections to 'Deformable Shape Detection and Description via Model-Based Region Grouping'
IEEE Transactions on Pattern Analysis and Machine Intelligence
Elastically Adaptive Deformable Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
GREC '01 Selected Papers from the Fourth International Workshop on Graphics Recognition Algorithms and Applications
International Journal of Computer Vision
Effective invariant features for shape-based image retrieval: Research Articles
Journal of the American Society for Information Science and Technology
Geodesic Shooting for Computational Anatomy
Journal of Mathematical Imaging and Vision
Animating Chinese paintings through stroke-based decomposition
ACM Transactions on Graphics (TOG)
A real-time object detecting and tracking system for outdoor night surveillance
Pattern Recognition
Combining local belief from low-level primitives for perceptual grouping
Pattern Recognition
International Journal of Intelligent Systems Technologies and Applications
Model-based human shape reconstruction from multiple views
Computer Vision and Image Understanding
Morphological multiscale decomposition of connected regions with emphasis on cell clusters
Computer Vision and Image Understanding
Region-based Deformable Net for automatic color image segmentation
Image and Vision Computing
ICIAR '09 Proceedings of the 6th International Conference on Image Analysis and Recognition
On the decomposition of cell clusters
Journal of Mathematical Imaging and Vision
Segmenting magnetic resonance images via hierarchical mixture modelling
Computational Statistics & Data Analysis
Appearance contrast for fast, robust trail-following
IROS'09 Proceedings of the 2009 IEEE/RSJ international conference on Intelligent robots and systems
Object detection and tracking for night surveillance based on salient contrast analysis
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
Deformable object shape refinement and tracking using graph cuts and support vector machines
ISVC'11 Proceedings of the 7th international conference on Advances in visual computing - Volume Part II
Detecting and tracking distant objects at night based on human visual system
ACCV'06 Proceedings of the 7th Asian conference on Computer Vision - Volume Part II
From moving edges to moving regions
IbPRIA'05 Proceedings of the Second Iberian conference on Pattern Recognition and Image Analysis - Volume Part I
Multiscale Symmetric Part Detection and Grouping
International Journal of Computer Vision
| Hi-index | 0.14 |
A method for deformable shape detection and recognition is described. Deformable shape templates are used to partition the image into a globally consistent interpretation, determined in part by the minimum description length principle. Statistical shape models enforce the prior probabilities on global, parametric deformations for each object class. Once trained, the system autonomously segments deformed shapes from the background, while not merging them with adjacent objects or shadows. The formulation can be used to group image regions obtained via any region segmentation algorithm, e.g., texture, color, or motion. The recovered shape models can be used directly in object recognition. Experiments with color imagery are reported.