Using Dynamic Programming for Solving Variational Problems in Vision
IEEE Transactions on Pattern Analysis and Machine Intelligence
Geometrically deformed models: a method for extracting closed geometric models form volume data
Proceedings of the 18th annual conference on Computer graphics and interactive techniques
Shape Modeling with Front Propagation: A Level Set Approach
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
Minimal Surfaces Based Object Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
An Adaptive-Focus Deformable Model Using Statistical and Geometric Information
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Sectored Snakes: Evaluating Learned-Energy Segmentations
IEEE Transactions on Pattern Analysis and Machine Intelligence
Digital Image Processing
A Robust Snake Implementation; A Dual Active Contour
IEEE Transactions on Pattern Analysis and Machine Intelligence
Watersnakes: Energy-Driven Watershed Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
BIBE '03 Proceedings of the 3rd IEEE Symposium on BioInformatics and BioEngineering
Using Deformable Models to Segment Complex Structures under Geometric Constraints
SSIAI '00 Proceedings of the 4th IEEE Southwest Symposium on Image Analysis and Interpretation
Gradient flows and geometric active contour models
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Topologically adaptable snakes
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Geometric models for active contours
ICIP '95 Proceedings of the 1995 International Conference on Image Processing (Vol. 3)-Volume 3 - Volume 3
Realistic Deformable Models for Simulating the Tongue during Laryngoscopy
MIAR '01 Proceedings of the International Workshop on Medical Imaging and Augmented Reality (MIAR '01)
Cortical Surface Reconstruction Using a Topology Preserving Geometric Deformable Model
MMBIA '01 Proceedings of the IEEE Workshop on Mathematical Methods in Biomedical Image Analysis (MMBIA'01)
Strings: Variational Deformable Models of Multivariate Continuous Boundary Features
IEEE Transactions on Pattern Analysis and Machine Intelligence
A 3D Geometric Deformable Model for Tubular Structure Segmentation
MMM '04 Proceedings of the 10th International Multimedia Modelling Conference
CPM: A Deformable Model for Shape Recovery and Segmentation Based on Charged Particles
IEEE Transactions on Pattern Analysis and Machine Intelligence
Region Competition via Local Watershed Operators
CVPR '05 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR'05) - Volume 2 - Volume 02
Mathematical representation of the vascular structure and applications
Proceedings of the 2007 ACM symposium on Solid and physical modeling
A physically based model for the registration of a 2D image sequence
ICASSP '96 Proceedings of the Acoustics, Speech, and Signal Processing, 1996. on Conference Proceedings., 1996 IEEE International Conference - Volume 04
A Survey of Computer-Based Deformable Models
IMVIP '07 Proceedings of the International Machine Vision and Image Processing Conference
A new scheme for automated 3D PDM construction using deformable models
Image and Vision Computing
A Fast Boundary Tracing Scheme Using Image Patch Classification
BMEI '08 Proceedings of the 2008 International Conference on BioMedical Engineering and Informatics - Volume 01
Metamorphs: Deformable Shape and Appearance Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Deformable Statistical Shape Model Applied to Three-Dimensional Lumbar Vertebra Images
SSIAI '08 Proceedings of the 2008 IEEE Southwest Symposium on Image Analysis and Interpretation
Cardiac motion recovery via active trajectory field models
IEEE Transactions on Information Technology in Biomedicine
Camera motion estimation by tracking contour deformation: Precision analysis
Image and Vision Computing
Hybrid deformable model for aneurysm segmentation
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Interactive polygons in region-based deformable contours for medical images
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
3D segmentation of the liver using free-form deformation based on boosting and deformation gradients
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Segmentation of 3D cardiac ultrasound images using correlation of radio frequency data
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
LV surface reconstruction from sparse TMRI using Laplacian surface deformation and optimization
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Carotid artery segmentation and plaque quantification in CTA
ISBI'09 Proceedings of the Sixth IEEE international conference on Symposium on Biomedical Imaging: From Nano to Macro
Active contours with selective local or global segmentation: A new formulation and level set method
Image and Vision Computing
Real-time segmentation by Active Geometric Functions
Computer Methods and Programs in Biomedicine
Information Sciences: an International Journal
ROBIO'09 Proceedings of the 2009 international conference on Robotics and biomimetics
A 2D moving grid geometric deformable model
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Shape recovery algorithms using level sets in 2-D/3-D medical imagery: a state-of-the-art review
IEEE Transactions on Information Technology in Biomedicine
IEEE Transactions on Information Technology in Biomedicine
Medical Image Segmentation Using Minimal Path Deformable Models With Implicit Shape Priors
IEEE Transactions on Information Technology in Biomedicine
A topology preserving level set method for geometric deformable models
IEEE Transactions on Pattern Analysis and Machine Intelligence
Snakes, shapes, and gradient vector flow
IEEE Transactions on Image Processing
Area and length minimizing flows for shape segmentation
IEEE Transactions on Image Processing
Geometric active deformable models in shape modeling
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
IEEE Transactions on Image Processing
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Medical imaging plays important role for the practice of medicine globally and is rapidly increasing and getting sophisticated day by day. But accurate, fully automatic medical image analysis continues to be an elusive ideal for quantitative exploitation for diagnosis and therapy. The spatial relations between these anatomical structures as well as the biological shape variations are observed over a representative population of individuals. Deformable models (DMs) are being used in digital image analysis to maintain essential characteristics of image shape and intensity while accommodating fluctuations. Among model-based techniques, DMs offer a unique and powerful approach to image analysis that combines geometry, physics, and approximation theory. DMs are highly insightful interactive methods that allow medical scientists and practitioners to bring their expertise to bear on the model-based image interpretation task whenever necessary. The paper reviews the application of deformable models as a capable and robustly applied digital medical image analysis technique of the human body.