An Eigendecomposition Approach to Weighted Graph Matching Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Least-Squares Estimation of Transformation Parameters Between Two Point Patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
Exact and Approximate Solutions of the Perspective-Three-Point Problem
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parameterized Point Pattern Matching and Its Application to Recognition of Object Families
IEEE Transactions on Pattern Analysis and Machine Intelligence
Projective Reconstruction and Invariants from Multiple Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Active shape models—their training and application
Computer Vision and Image Understanding
Graphical Templates for Model Registration
IEEE Transactions on Pattern Analysis and Machine Intelligence
Rigidity Checking of 3D Point Correspondences Under Perspective Projection
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Paraperspective Factorization Method for Shape and Motion Recovery
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Pose: The Link between Weak Perspective,Paraperspective, and Full Perspective
International Journal of Computer Vision
Structural Matching by Discrete Relaxation
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Development and Comparison of Robust Methodsfor Estimating the Fundamental Matrix
International Journal of Computer Vision
Recovering perspective pose with a dual step EM algorithm
NIPS '97 Proceedings of the 1997 conference on Advances in neural information processing systems 10
An energy function and continuous edit process for graph matching
Neural Computation
Geometric structures for three-dimensional shape representation
ACM Transactions on Graphics (TOG)
Distortion Invariant Object Recognition in the Dynamic Link Architecture
IEEE Transactions on Computers
3-D Pose from 3 Points Using Weak-Perspective
IEEE Transactions on Pattern Analysis and Machine Intelligence
Modal Matching for Correspondence and Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Structural Graph Matching Using the EM Algorithm and Singular Value Decomposition
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Shape from Periodic Texture Using the Eigenvectors of Local Affine Distortion
IEEE Transactions on Pattern Analysis and Machine Intelligence
Fuzzy morphisms between graphs
Fuzzy Sets and Systems
A RKHS Interpolator-Based Graph Matching Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
IEEE Transactions on Pattern Analysis and Machine Intelligence
An algorithm using length-r paths to approximate subgraph isomorphism
Pattern Recognition Letters
A Unified Framework for Indexing and Matching Hierarchical Shape Structures
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Graph-Based Methods for Vision: A Yorkist Manifesto
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Non-bayesian Graph Matching without Explicit Compatibility Calculations
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Successive Projection Graph Matching
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Efficient Alignment and Correspondence Using Edit Distance
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Alignment and Correspondence Using Singular Value Decomposition
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A New Distance Measure for Non-rigid Image Matching
EMMCVPR '99 Proceedings of the Second International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Robust Character Image Retrieval Method Using Bipartite Matching and Pseudo-bipartite Matching
AISA '02 Proceedings of the First International Workshop on Advanced Internet Services and Applications
Relational Constraints for Point Distribution Models
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
A new point matching algorithm for non-rigid registration
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Correspondence Matching with Modal Clusters
IEEE Transactions on Pattern Analysis and Machine Intelligence
A unified framework for alignment and correspondence
Computer Vision and Image Understanding
Non-Rigid Image Registration by Neural Computation
Journal of VLSI Signal Processing Systems
High-Throughput 3D Structural Homology Detection via NMR Resonance Assignment
CSB '04 Proceedings of the 2004 IEEE Computational Systems Bioinformatics Conference
Pattern Recognition Letters - Special issue: In memoriam Azriel Rosenfeld
Indexing Hierarchical Structures Using Graph Spectra
IEEE Transactions on Pattern Analysis and Machine Intelligence
Robustness of Shape Descriptors to Incomplete Contour Representations
IEEE Transactions on Pattern Analysis and Machine Intelligence
A cognitive evaluation procedure for contour based shape descriptors
International Journal of Hybrid Intelligent Systems - Recent developments in Hybrid Intelligent Systems
Object recognition using wavelets, L-G graphs and synthesis of regions
Pattern Recognition
Image and Vision Computing
Inexact graph matching using a genetic algorithm for image recognition
Pattern Recognition Letters
A Laplacian spectral method for stereo correspondence
Pattern Recognition Letters
Articulated motion reconstruction from feature points
Pattern Recognition
Shape Estimation Using Polarization and Shading from Two Views
IEEE Transactions on Pattern Analysis and Machine Intelligence
Similarity Invariant Delaunay Graph Matching
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Verbal and Nonverbal Features of Human-Human and Human-Machine Interaction
Inexact matching of ontology graphs using expectation-maximization
Web Semantics: Science, Services and Agents on the World Wide Web
A generative model for graph matching and embedding
Computer Vision and Image Understanding
Efficient tracking and ego-motion recovery using gait analysis
Signal Processing
A graph matching method and a graph matching distance based on subgraph assignments
Pattern Recognition Letters
On affine registration of planar point sets using complex numbers
Computer Vision and Image Understanding
A robust hybrid method for nonrigid image registration
Pattern Recognition
Registration of infra-red and visible-spectrum imagery for face recognition
FGR' 04 Proceedings of the Sixth IEEE international conference on Automatic face and gesture recognition
The thin plate spline robust point matching (TPS-RPM) algorithm: A revisit
Pattern Recognition Letters
A direct method for estimating planar projective transform
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part II
Smooth simultaneous structural graph matching and point-set registration
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Feature point matching using a hermitian property matrix
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
A new graph matching method for point-set correspondence using the EM algorithm and Softassign
Computer Vision and Image Understanding
The alignment between 3-d data and articulated shapes with bending surfaces
ECCV'06 Proceedings of the 9th European conference on Computer Vision - Volume Part III
Probabilistic subgraph matching based on convex relaxation
EMMCVPR'05 Proceedings of the 5th international conference on Energy Minimization Methods in Computer Vision and Pattern Recognition
Region based on object recognition in 3d scenes
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
Smooth point-set registration using neighboring constraints
Pattern Recognition Letters
Bayesian perspective for the registration of multiple 3D views
Computer Vision and Image Understanding
Hi-index | 0.14 |
This paper describes a new approach to matching geometric structure in 2D point-sets. The novel feature is to unify the tasks of estimating transformation geometry and identifying point-correspondence matches. Unification is realized by constructing a mixture model over the bipartite graph representing the correspondence match and by affecting optimization using the EM algorithm. According to our EM framework, the probabilities of structural correspondence gate contributions to the expected likelihood function used to estimate maximum likelihood transformation parameters. These gating probabilities measure the consistency of the matched neighborhoods in the graphs. The recovery of transformational geometry and hard correspondence matches are interleaved and are realized by applying coupled update operations to the expected log-likelihood function. In this way, the two processes bootstrap one another. This provides a means of rejecting structural outliers. We evaluate the technique on two real-world problems. The first involves the matching of different perspective views of 3.5-inch floppy discs. The second example is furnished by the matching of a digital map against aerial images that are subject to severe barrel distortion due to a line-scan sampling process. We complement these experiments with a sensitivity study based on synthetic data.