Least-Squares Estimation of Transformation Parameters Between Two Point Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Trainable method of parametric shape description
Image and Vision Computing - Special issue: BMVC 1991
Learning flexible models from image sequences
ECCV '94 Proceedings of the third European conference on Computer vision (vol. 1)
Active shape models—their training and application
Computer Vision and Image Understanding
Parametrization of closed surfaces for 3-D shape description
Computer Vision and Image Understanding
Automatic landmark generation for Point Distribution Models
BMVC 94 Proceedings of the conference on British machine vision (vol. 2)
Matching 3-D anatomical surfaces with non-rigid deformations using octree-splines
International Journal of Computer Vision
BMVC '95 Proceedings of the 1995 British conference on Machine vision (Vol. 1)
Modal Matching for Correspondence and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
On Critical Point Detection of Digital Shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Softassign Procrustes Matching Algorithm
IPMI '97 Proceedings of the 15th International Conference on Information Processing in Medical Imaging
Gaussian Random Fields on Sub-Manifolds for Characterizing Brain Surfaces
IPMI '97 Proceedings of the 15th International Conference on Information Processing in Medical Imaging
MICCAI '98 Proceedings of the First International Conference on Medical Image Computing and Computer-Assisted Intervention
A Robust Point Matching Algorithm for Autoradiograph Alignment
VBC '96 Proceedings of the 4th International Conference on Visualization in Biomedical Computing
Tracking Points on Deformable Objects Using Curvature Information
ECCV '92 Proceedings of the Second European Conference on Computer Vision
A geometric criterion for shape-based non-rigid correspondence
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
A unified approach to coding and interpreting face images
ICCV '95 Proceedings of the Fifth International Conference on Computer Vision
Automatic Construction of 2D Shape Models
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Minimum Description Length Approach to Statistical Shape Modelling
IPMI '01 Proceedings of the 17th International Conference on Information Processing in Medical Imaging
Learning-Based Detection, Segmentation, and Matching of Objects
ICAPR '01 Proceedings of the Second International Conference on Advances in Pattern Recognition
An Efficient Method for Constructing Optimal Statistical Shape Models
MICCAI '01 Proceedings of the 4th International Conference on Medical Image Computing and Computer-Assisted Intervention
Learning Shape Models from Examples
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Robust parameterized component analysis: theory and applications to 2D facial appearance models
Computer Vision and Image Understanding - Special issue on Face recognition
Unsupervised Learning of an Atlas from Unlabeled Point-Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fast correspondence-based system for shape retrieval
Pattern Recognition Letters
Knowledge-based part correspondence
Pattern Recognition
Measures for Benchmarking of Automatic Correspondence Algorithms
Journal of Mathematical Imaging and Vision
A new scheme for automated 3D PDM construction using deformable models
Image and Vision Computing
Shape matching and modeling using skeletal context
Pattern Recognition
Shape matching and modeling using skeletal context
Pattern Recognition
Shape Learning with Function-Described Graphs
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
Active-GNG: model acquisition and tracking in cluttered backgrounds
VNBA '08 Proceedings of the 1st ACM workshop on Vision networks for behavior analysis
Inferring the left ventricle dynamical behavior using a free-form deformations model
Mathematics and Computers in Simulation
Case-based object recognition for airborne fungi recognition
Artificial Intelligence in Medicine
Model-guided deformable hand shape recognition without positioning aids
Pattern Recognition
Use of simplex search in active shape models for improved boundary segmentation
Pattern Recognition Letters
Nonparametric modelling and tracking with active-GNG
HCI'07 Proceedings of the 2007 IEEE international conference on Human-computer interaction
Shape context for image understanding
SSIP'05 Proceedings of the 5th WSEAS international conference on Signal, speech and image processing
Shape modeling using automatic landmarking
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Aligning concave and convex shapes
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
CIARP'05 Proceedings of the 10th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis and Applications
Simultaneous nonrigid registration of multiple point sets and atlas construction
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Computer Methods and Programs in Biomedicine
| Hi-index | 0.14 |
A framework for automatic landmark indentification is presented based on an algorithm for corresponding the boundaries of two shapes. The auto-landmarking framework employs a binary tree of corresponded pairs of shapes to generate landmarks automatically on each of a set of example shapes. The landmarks are used to train statistical shape models known as Point Distribution Models. The correspondence algorithm locates a matching pair of sparse polygonal approximations, one for each of a pair of boundaries by minimizing a cost function, using a greedy algorithm. The cost function expresses the dissimilarity in both the shape and representation error (with respect to the defining boundary) of the sparse polygons. Results are presented for three classes of shape which exhibit various types of nonrigid deformation.