An Image Understanding System Using Attributed Symbolic Representation and Inexact Graph-Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Visual reconstruction
Combinatorial optimization: algorithms and complexity
Combinatorial optimization: algorithms and complexity
On the stability of the travelling salesman problem algorithm of Hopfield and Tank
Biological Cybernetics
An Eigendecomposition Approach to Weighted Graph Matching Problems
IEEE Transactions on Pattern Analysis and Machine Intelligence
Parallel and distributed computation: numerical methods
Parallel and distributed computation: numerical methods
Advances in neural information processing systems 2
Constrained nets for graph matching and other quadratic assignment problems
Neural Computation
Parallel and Deterministic Algorithms from MRFs: Surface Reconstruction
IEEE Transactions on Pattern Analysis and Machine Intelligence
A common framework for image segmentation
International Journal of Computer Vision
Relaxation by the Hopfield neural network
Pattern Recognition
Hierarchical mixtures of experts and the EM algorithm
Neural Computation
Statistical physics, mixtures of distributions, and the EM algorithm
Neural Computation
International Journal of Computer Vision
Digital Picture Processing
Computers and Intractability: A Guide to the Theory of NP-Completeness
Computers and Intractability: A Guide to the Theory of NP-Completeness
A Linear Programming Approach for the Weighted Graph Matching Problem
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Neural Network Approach to CSG-Based 3-D Object Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning Compatibility Coefficients for Relaxation Labeling Processes
IEEE Transactions on Pattern Analysis and Machine Intelligence
Structural Matching in Computer Vision Using Probabilistic Relaxation
IEEE Transactions on Pattern Analysis and Machine Intelligence
A novel optimizing network architecture with applications
Neural Computation
DPA: a deterministic approach to the MAP problem
IEEE Transactions on Image Processing
Structural Matching by Discrete Relaxation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Unsupervised Texture Segmentation in a Deterministic Annealing Framework
IEEE Transactions on Pattern Analysis and Machine Intelligence
An energy function and continuous edit process for graph matching
Neural Computation
Matching Hierarchical Structures Using Association Graphs
IEEE Transactions on Pattern Analysis and Machine Intelligence
Convergence properties of the softassign quadratic assignment algorithm
Neural Computation
Shock Graphs and Shape Matching
International Journal of Computer Vision
A tree-edit-distance algorithm for comparing simple, closed shapes
SODA '00 Proceedings of the eleventh annual ACM-SIAM symposium on Discrete algorithms
Shape matching using edit-distance: an implementation
SODA '01 Proceedings of the twelfth annual ACM-SIAM symposium on Discrete algorithms
Efficient Matching and Indexing of Graph Models in Content-Based Retrieval
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Structural Graph Matching Using the EM Algorithm and Singular Value Decomposition
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Symbol Recognition by Error-Tolerant Subgraph Matching between Region Adjacency Graphs
IEEE Transactions on Pattern Analysis and Machine Intelligence - Graph Algorithms and Computer Vision
Algorithmics and applications of tree and graph searching
Proceedings of the twenty-first ACM SIGMOD-SIGACT-SIGART symposium on Principles of database systems
Articulated body deformation from range scan data
Proceedings of the 29th annual conference on Computer graphics and interactive techniques
Fuzzy morphisms between graphs
Fuzzy Sets and Systems
Pairwise Data Clustering by Deterministic Annealing
IEEE Transactions on Pattern Analysis and Machine Intelligence
A RKHS Interpolator-Based Graph Matching Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Matching Free Trees, Maximal Cliques, and Monotone Game Dynamics
IEEE Transactions on Pattern Analysis and Machine Intelligence
Pattern Recognition Letters
An algorithm using length-r paths to approximate subgraph isomorphism
Pattern Recognition Letters
Graph-theoretical methods in computer vision
Theoretical aspects of computer science
SoftPOSIT: Simultaneous Pose and Correspondence Determination
ECCV '02 Proceedings of the 7th European Conference on Computer Vision-Part III
A Unified Framework for Indexing and Matching Hierarchical Shape Structures
IWVF-4 Proceedings of the 4th International Workshop on Visual Form
Alignment-Based Recognition of Shape Outlines
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
String Edit Distance, Random Walks and Graph Matching
Proceedings of the Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Alignment and Correspondence Using Singular Value Decomposition
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A New Error-Correcting Distance for Attributed Relational Graph Problems
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
A Structural Matching Algorithm Using Generalized Deterministic Annealing
Proceedings of the Joint IAPR International Workshops on Advances in Pattern Recognition
Recognizing Indoor Images with Unsupervised Segmentation and Graph Matching
IBERAMIA 2002 Proceedings of the 8th Ibero-American Conference on AI: Advances in Artificial Intelligence
Recognizing Objects Using Color-Annotated Adjacency Graphs
Shape, Contour and Grouping in Computer Vision
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
Image Labeling and Grouping by Minimizing Linear Functionals over Cones
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
A Complementary Pivoting Approach to Graph Matching
EMMCVPR '01 Proceedings of the Third International Workshop on Energy Minimization Methods in Computer Vision and Pattern Recognition
Graph-Theoretical Methods in Computer Vision
Theoretical Aspects of Computer Science, Advanced Lectures [First Summer School on Theoretical Aspects of Computer Science, Tehran, Iran, July 2000]
Logical Labeling of Document Images Using Layout Graph Matching with Adaptive Learning
DAS '02 Proceedings of the 5th International Workshop on Document Analysis Systems V
Relational Constraints for Point Distribution Models
CAIP '01 Proceedings of the 9th International Conference on Computer Analysis of Images and Patterns
Tree Representation for Image Matching and Object Recognition
DCGI '99 Proceedings of the 8th International Conference on Discrete Geometry for Computer Imagery
DEXA '00 Proceedings of the 11th International Conference on Database and Expert Systems Applications
Proceedings of the 23rd DAGM-Symposium on Pattern Recognition
Pattern Recognition Letters - Special issue: Graph-based representations in pattern recognition
Scale-space representation of 3D models and topological matching
SM '03 Proceedings of the eighth ACM symposium on Solid modeling and applications
CBAIVL '99 Proceedings of the IEEE Workshop on Content-Based Access of Image and Video Libraries
On schema matching with opaque column names and data values
Proceedings of the 2003 ACM SIGMOD international conference on Management of data
A new point matching algorithm for non-rigid registration
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Non-rigid registration using distance functions
Computer Vision and Image Understanding - Special issue on nonrigid image registration
Binary Partitioning, Perceptual Grouping, and Restoration with Semidefinite Programming
IEEE Transactions on Pattern Analysis and Machine Intelligence
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
A probabilistic approach to reference resolution in multimodal user interfaces
Proceedings of the 9th international conference on Intelligent user interfaces
Recognition of Shapes by Editing Their Shock Graphs
IEEE Transactions on Pattern Analysis and Machine Intelligence
SoftPOSIT: Simultaneous Pose and Correspondence Determination
International Journal of Computer Vision
A Unifying Framework for Relational Structure Matching
ICPR '98 Proceedings of the 14th International Conference on Pattern Recognition-Volume 2 - Volume 2
Central Clustering of Attributed Graphs
Machine Learning
Content-Based Image Retrieval Based on a Fuzzy Approach
IEEE Transactions on Knowledge and Data Engineering
A POCS-Based Graph Matching Algorithm
IEEE Transactions on Pattern Analysis and Machine Intelligence
Proceedings of the 12th annual ACM international conference on Multimedia
Efficient fingerprint matching algorithm for integrated circuit cards
Journal of Computer Science and Technology
A graph-matching approach to dynamic media allocation in intelligent multimedia interfaces
Proceedings of the 10th international conference on Intelligent user interfaces
Graph Edit Distance from Spectral Seriation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Graphical models for graph matching: Approximate models and optimal algorithms
Pattern Recognition Letters - Special issue: In memoriam Azriel Rosenfeld
Pattern Recognition Letters - Special issue: In memoriam Azriel Rosenfeld
Curves vs. skeletons in object recognition
Signal Processing - Special section on content-based image and video retrieval
Pattern Vectors from Algebraic Graph Theory
IEEE Transactions on Pattern Analysis and Machine Intelligence
Indexing Hierarchical Structures Using Graph Spectra
IEEE Transactions on Pattern Analysis and Machine Intelligence
ICDAR '05 Proceedings of the Eighth International Conference on Document Analysis and Recognition
Robust Point Matching for Nonrigid Shapes by Preserving Local Neighborhood Structures
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining semantic and temporal constraints for multimodal integration in conversation systems
HLT-NAACL-DIALOGUE '03 Proceedings of the HLT-NAACL 2003 workshop on Research directions in dialogue processing - Volume 7
Replicator Equations, Maximal Cliques, and Graph Isomorphism
Neural Computation
Fingerprint Matching Based on Global Comprehensive Similarity
IEEE Transactions on Pattern Analysis and Machine Intelligence
Object Recognition as Many-to-Many Feature Matching
International Journal of Computer Vision
Stereo and motion correspondences using nonlinear optimization method
Computer Vision and Image Understanding
A Binary Linear Programming Formulation of the Graph Edit Distance
IEEE Transactions on Pattern Analysis and Machine Intelligence
Graphical Models and Point Pattern Matching
IEEE Transactions on Pattern Analysis and Machine Intelligence
Combining fingerprint matchers based on D-S evidence theory
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Local and global tree graph structures for fingerprint verification
SPPRA'06 Proceedings of the 24th IASTED international conference on Signal processing, pattern recognition, and applications
Optimization in multimodal interpretation
ACL '04 Proceedings of the 42nd Annual Meeting on Association for Computational Linguistics
A Riemannian approach to graph embedding
Pattern Recognition
Protein classification by matching and clustering surface graphs
Pattern Recognition
Graph matching and clustering using spectral partitions
Pattern Recognition
Image and Vision Computing
Distance Patterns in Structural Similarity
The Journal of Machine Learning Research
Matching by Linear Programming and Successive Convexification
IEEE Transactions on Pattern Analysis and Machine Intelligence
Automatic rigging and animation of 3D characters
ACM SIGGRAPH 2007 papers
Towards graph containment search and indexing
VLDB '07 Proceedings of the 33rd international conference on Very large data bases
A novel optimizing network architecture with applications
Neural Computation
A study of graph spectra for comparing graphs and trees
Pattern Recognition
A Path Following Algorithm for Graph Matching
ICISP '08 Proceedings of the 3rd international conference on Image and Signal Processing
A Fast and Efficient Algorithm for Topology-Aware Coallocation
ICCS '08 Proceedings of the 8th international conference on Computational Science, Part I
Shape Learning with Function-Described Graphs
ICIAR '08 Proceedings of the 5th international conference on Image Analysis and Recognition
A dynamical systems approach to weighted graph matching
Automatica (Journal of IFAC)
Learning a Generative Model for Structural Representations
AI '08 Proceedings of the 21st Australasian Joint Conference on Artificial Intelligence: Advances in Artificial Intelligence
SSPR & SPR '08 Proceedings of the 2008 Joint IAPR International Workshop on Structural, Syntactic, and Statistical Pattern Recognition
Graph matching using the interference of continuous-time quantum walks
Pattern Recognition
Note: Mosaicing of camera-captured document images
Computer Vision and Image Understanding
Replicator Dynamics in the Iterative Process for Accurate Range Image Matching
International Journal of Computer Vision
Structural Object Recognition Using Entropy Correspondence Measure of Line Features
IEICE - Transactions on Information and Systems
A robust Graph Transformation Matching for non-rigid registration
Image and Vision Computing
Graph matching using the interference of discrete-time quantum walks
Image and Vision Computing
Region and constellations based categorization of images with unsupervised graph learning
Image and Vision Computing
Decomposition of two-dimensional shapes for efficient retrieval
Image and Vision Computing
Shape matching by curve modelling and alignment
WSEAS Transactions on Information Science and Applications
Graph-Based Representations in Pattern Recognition and Computational Intelligence
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Kernelization of Softassign and Motzkin-Strauss Algorithms
IWANN '09 Proceedings of the 10th International Work-Conference on Artificial Neural Networks: Part I: Bio-Inspired Systems: Computational and Ambient Intelligence
Labeling Still Image Databases Using Graphical Models
IbPRIA '09 Proceedings of the 4th Iberian Conference on Pattern Recognition and Image Analysis
An instance-based approach for domain-independent schema matching
Proceedings of the 46th Annual Southeast Regional Conference on XX
Matching Hierarchies of Deformable Shapes
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
Graph Matching Based on Node Signatures
GbRPR '09 Proceedings of the 7th IAPR-TC-15 International Workshop on Graph-Based Representations in Pattern Recognition
HLT-NAACL-Short '04 Proceedings of HLT-NAACL 2004: Short Papers
Accelerating reinforcement learning by composing solutions of automatically identified subtasks
Journal of Artificial Intelligence Research
Cognitive principles in robust multimodal interpretation
Journal of Artificial Intelligence Research
Stereo and motion correspondences using nonlinear optimization method
Computer Vision and Image Understanding
On visual similarity based 2D drawing retrieval
Computer-Aided Design
Attributed relational graph matching based on the nested assignment structure
Pattern Recognition
On the Computation of the Common Labelling of a Set of Attributed Graphs
CIARP '09 Proceedings of the 14th Iberoamerican Conference on Pattern Recognition: Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Efficient Random Sampling for Nonrigid Feature Matching
ISVC '09 Proceedings of the 5th International Symposium on Advances in Visual Computing: Part I
An adaptive hybrid energy-based fingerprint matching technique
Image and Vision Computing
A graph matching method and a graph matching distance based on subgraph assignments
Pattern Recognition Letters
From Images to Shape Models for Object Detection
International Journal of Computer Vision
Deformation-driven shape correspondence
SGP '08 Proceedings of the Symposium on Geometry Processing
A quadratic programming based cluster correspondence projection algorithm for fast point matching
Computer Vision and Image Understanding
Automatic 3d free form shape matching using the graduated assignment algorithm
Pattern Recognition
The Journal of Machine Learning Research
Orthonormal Kernel Kronecker product graph matching
GbRPR'03 Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition
Self-adapting numerical software and automatic tuning of heuristics
ICCS'03 Proceedings of the 2003 international conference on Computational science
GbRPR'03 Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition
ACM attributed graph clustering for learning classes of images
GbRPR'03 Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition
A competitive winner-takes-all architecture for classification and pattern recognition of structures
GbRPR'03 Proceedings of the 4th IAPR international conference on Graph based representations in pattern recognition
Automated tag tracking using Gabor filter bank, robust point matching, and deformable models
FIMH'07 Proceedings of the 4th international conference on Functional imaging and modeling of the heart
VIEW'06 Proceedings of the 1st first visual information expert conference on Pixelization paradigm
Joining softassign and dynamic programming for the contact map overlap problem
BIRD'07 Proceedings of the 1st international conference on Bioinformatics research and development
Many-to-many matching of scale-space feature hierarchies using metric embedding
Scale Space'03 Proceedings of the 4th international conference on Scale space methods in computer vision
2D motion analysis of long axis cardiac tagged MRI
MICCAI'07 Proceedings of the 10th international conference on Medical image computing and computer-assisted intervention
Using eigen-decomposition method for weighted graph matching
ICIC'07 Proceedings of the intelligent computing 3rd international conference on Advanced intelligent computing theories and applications
Making more wikipedians: facilitating semantics reuse for wikipedia authoring
ISWC'07/ASWC'07 Proceedings of the 6th international The semantic web and 2nd Asian conference on Asian semantic web conference
Automatic recognition of cells (ARC) for 3D images of C. elegans
RECOMB'08 Proceedings of the 12th annual international conference on Research in computational molecular biology
Exploiting local structure for tracking plant cells in noisy images
ICIP'09 Proceedings of the 16th IEEE international conference on Image processing
A scheduling framework for large-scale, parallel, and topology-aware applications
Journal of Parallel and Distributed Computing
Improving shape retrieval by spectral matching and meta similarity
IEEE Transactions on Image Processing
Bi-directional labeled point matching
ISBI'10 Proceedings of the 2010 IEEE international conference on Biomedical imaging: from nano to Macro
From region based image representation to object discovery and recognition
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
A structured learning approach to attributed graph embedding
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Graduated assignment algorithm for finding the common labelling of a set of graphs
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Attributed graph matching for image-features association using SIFT descriptors
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Spherical embedding and classification
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Large sample statistics in the domain of graphs
SSPR&SPR'10 Proceedings of the 2010 joint IAPR international conference on Structural, syntactic, and statistical pattern recognition
Reweighted random walks for graph matching
ECCV'10 Proceedings of the 11th European conference on Computer vision: Part V
Graphical models for graph matching
CVPR'04 Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition
Elkan's k-means algorithm for graphs
MICAI'10 Proceedings of the 9th Mexican international conference on Artificial intelligence conference on Advances in soft computing: Part II
GPU acceleration of robust point matching
ISVC'10 Proceedings of the 6th international conference on Advances in visual computing - Volume Part III
Measuring 3D shape similarity by graph-based matching of the medial scaffolds
Computer Vision and Image Understanding
Retinal fundus image registration via vascular structure graph matching
Journal of Biomedical Imaging
Many-to-many graph matching via metric embedding
CVPR'03 Proceedings of the 2003 IEEE computer society conference on Computer vision and pattern recognition
Reducing ambiguity in object recognition using relational information
ACCV'10 Proceedings of the 10th Asian conference on Computer vision - Volume Part IV
A novel fingerprint algorithm based on line-segment chain
MUSP'06 Proceedings of the 6th WSEAS international conference on Multimedia systems & signal processing
New measurements for stereo-motion correspondences
ICCOMP'06 Proceedings of the 10th WSEAS international conference on Computers
Computer Vision and Image Understanding
Models and algorithms for computing the common labelling of a set of attributed graphs
Computer Vision and Image Understanding
Graph attribute embedding via Riemannian submersion learning
Computer Vision and Image Understanding
Automatic patient registration for port placement in minimally invasive endoscopic surgery
MICCAI'05 Proceedings of the 8th international conference on Medical image computing and computer-assisted intervention - Volume Part II
Object categorization using bone graphs
Computer Vision and Image Understanding
Isomorphism Testing via Polynomial-Time Graph Extensions
Journal of Mathematical Modelling and Algorithms
Learning generative graph prototypes using simplified von neumann entropy
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Maximum likelihood for gaussians on graphs
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Generalized learning graph quantization
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Parallel graduated assignment algorithm for multiple graph matching based on a common labelling
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Smooth simultaneous structural graph matching and point-set registration
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Automatic learning of edit costs based on interactive and adaptive graph recognit
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Exploration of the labelling space given graph edit distance costs
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
Graph matching based on dot product representation of graphs
GbRPR'11 Proceedings of the 8th international conference on Graph-based representations in pattern recognition
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
Graph matching on a low-cost and parallel architecture
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
A probabilistic framework to obtain a common labelling between attributed graphs
IbPRIA'11 Proceedings of the 5th Iberian conference on Pattern recognition and image analysis
K-nn queries in graph databases using M-trees
CAIP'11 Proceedings of the 14th international conference on Computer analysis of images and patterns - Volume Part I
An information theoretic approach to learning generative graph prototypes
SIMBAD'11 Proceedings of the First international conference on Similarity-based pattern recognition
Inexact graph matching based on kernels for object retrieval in image databases
Image and Vision Computing
A new graph matching method for point-set correspondence using the EM algorithm and Softassign
Computer Vision and Image Understanding
Spectral median graphs applied to graphical symbol recognition
CIARP'06 Proceedings of the 11th Iberoamerican conference on Progress in Pattern Recognition, Image Analysis and Applications
Point pattern matching via spectral geometry
SSPR'06/SPR'06 Proceedings of the 2006 joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Hybrid navigation interface for orthopedic and trauma surgery
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part I
A novel stochastic attributed relational graph matching based on relation vector space analysis
ACIVS'06 Proceedings of the 8th international conference on Advanced Concepts For Intelligent Vision Systems
Recognition of 3d object using attributed relation graph of silhouette's extended convex hull
ISVC'06 Proceedings of the Second international conference on Advances in Visual Computing - Volume Part II
A fuzzy hierarchical attributed graph approach for handwritten hieroglyphs description
CAIP'05 Proceedings of the 11th international conference on Computer Analysis of Images and Patterns
Partial retrieval of CAD models based on the gradient flows in Lie group
Pattern Recognition
Object categorization using kernels combining graphs and histograms of gradients
ICIAR'06 Proceedings of the Third international conference on Image Analysis and Recognition - Volume Part II
Investigating cortical variability using a generic gyral model
MICCAI'06 Proceedings of the 9th international conference on Medical Image Computing and Computer-Assisted Intervention - Volume Part II
Miar'06 Proceedings of the Third international conference on Medical Imaging and Augmented Reality
Unsupervised Learning for Graph Matching
International Journal of Computer Vision
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
Approximating the problem, not the solution: an alternative view of point set matching
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Protein classification with kernelized softassign
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Local entropic graphs for globally-consistent graph matching
GbRPR'05 Proceedings of the 5th IAPR international conference on Graph-Based Representations in Pattern Recognition
Transformation-Variants estimation using similarity relative histogram grouping model
SINOBIOMETRICS'04 Proceedings of the 5th Chinese conference on Advances in Biometric Person Authentication
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
Towards the unification of structural and statistical pattern recognition
Pattern Recognition Letters
Pattern analysis with graphs: Parallel work at Bern and York
Pattern Recognition Letters
Enhancing a tabu algorithm for approximate graph matching by using similarity measures
EvoCOP'10 Proceedings of the 10th European conference on Evolutionary Computation in Combinatorial Optimization
The dissimilarity representation for structural pattern recognition
CIARP'11 Proceedings of the 16th Iberoamerican Congress conference on Progress in Pattern Recognition, Image Analysis, Computer Vision, and Applications
Discrete minimum distortion correspondence problems for non-rigid shape matching
SSVM'11 Proceedings of the Third international conference on Scale Space and Variational Methods in Computer Vision
Graph matching based on spectral embedding with missing value
Pattern Recognition
Geometric graph comparison from an alignment viewpoint
Pattern Recognition
WSM: a novel algorithm for subgraph matching in large weighted graphs
Journal of Intelligent Information Systems
Shape-Based Object Detection via Boundary Structure Segmentation
International Journal of Computer Vision
Data-Driven Object Manipulation in Images
Computer Graphics Forum
Automatically Rigging Multi-component Characters
Computer Graphics Forum
A weight regularized relaxation based graph matching algorithm
IScIDE'11 Proceedings of the Second Sino-foreign-interchange conference on Intelligent Science and Intelligent Data Engineering
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
Circular Cone: A novel approach for protein ligand shape matching using modified PCA
Computer Methods and Programs in Biomedicine
Maximum likelihood method for parameter estimation of bell-shaped functions on graphs
Pattern Recognition Letters
Smooth point-set registration using neighboring constraints
Pattern Recognition Letters
Efficient globally optimal matching of anatomical trees of the liver
EG VCBM'10 Proceedings of the 2nd Eurographics conference on Visual Computing for Biology and Medicine
Integrating word acquisition and referential grounding towards physical world interaction
Proceedings of the 14th ACM international conference on Multimodal interaction
Fast and scalable approximate spectral graph matching for correspondence problems
Information Sciences: an International Journal
Recognition of occluded objects by reducing feature interactions
Image and Vision Computing
Graph matching via sequential monte carlo
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
On the convergence of graph matching: graduated assignment revisited
ECCV'12 Proceedings of the 12th European conference on Computer Vision - Volume Part III
Active graph matching based on pairwise probabilities between nodes
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
A comparison between structural and embedding methods for graph classification
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Graph database retrieval based on metric-trees
SSPR'12/SPR'12 Proceedings of the 2012 Joint IAPR international conference on Structural, Syntactic, and Statistical Pattern Recognition
Component retrieval based on a database of graphs for Hand-Written Electronic-Scheme Digitalisation
Expert Systems with Applications: An International Journal
A message passing graph match algorithm based on a generative graphical model
AMT'12 Proceedings of the 8th international conference on Active Media Technology
Graph matching and clustering using kernel attributes
Neurocomputing
A spectral-multiplicity-tolerant approach to robust graph matching
Pattern Recognition
Diffeomorphic spectral matching of cortical surfaces
IPMI'13 Proceedings of the 23rd international conference on Information Processing in Medical Imaging
A sparse nonnegative matrix factorization technique for graph matching problems
Pattern Recognition
| Hi-index | 0.15 |
A graduated assignment algorithm for graph matching is presented which is fast and accurate even in the presence of high noise. By combining graduated nonconvexity, two-way (assignment) constraints, and sparsity, large improvements in accuracy and speed are achieved. Its low order computational complexity [O(lm), where l and m are the number of links in the two graphs] and robustness in the presence of noise offer advantages over traditional combinatorial approaches. The algorithm, not restricted to any special class of graph, is applied to subgraph isomorphism, weighted graph matching, and attributed relational graph matching. To illustrate the performance of the algorithm, attributed relational graphs derived from objects are matched. Then, results from twenty-five thousand experiments conducted on 100 node random graphs of varying types (graphs with only zero-one links, weighted graphs, and graphs with node attributes and multiple link types) are reported. No comparable results have been reported by any other graph matching algorithm before in the research literature. Twenty-five hundred control experiments are conducted using a relaxation labeling algorithm and large improvements in accuracy are demonstrated.