the proceedings contain 36 papers from the graph-basedrepresentations in patternrecognition - 5th IAPR internationalworkshop, GbRPR 2005, Proceedings. the topics discussed include: vectorized image segmentation via...
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the proceedings contain 36 papers from the graph-basedrepresentations in patternrecognition - 5th IAPR internationalworkshop, GbRPR 2005, Proceedings. the topics discussed include: vectorized image segmentation via trixel agglomeration;graph transformation in document image analysis: approaches and challenges;a vascular network growth estimation algorithm using random graphs;a linear generative model for graph structure;comparing string representations and distances in a natural images classification task;and reduction strings: a representation of symbolic hierarchical graphs suitable for learning.
this book constitutes the refereed proceedings of the 9th IAPR-TC-15 internationalworkshop on graph-basedrepresentations in patternrecognition, GbRPR 2013, held in Vienna, Austria, in May 2013. the 24 papers presen...
ISBN:
(数字)9783642382215
ISBN:
(纸本)9783642382208;9783642382215
this book constitutes the refereed proceedings of the 9th IAPR-TC-15 internationalworkshop on graph-basedrepresentations in patternrecognition, GbRPR 2013, held in Vienna, Austria, in May 2013. the 24 papers presented in this volume were carefully reviewed and selected from 27 submissions. they are organized in topical sections named: finding subregions in graphs; graph matching; classification; graph kernels; properties of graphs; topology; graphrepresentations, segmentation and shape; and search in graphs.
the proceedings contain 34 papers. the topics discussed include: a global method for reducing multidimensional size graphs;graph descriptors from B-matrix representation;dimensionality reduction for graph of words emb...
ISBN:
(纸本)9783642208430
the proceedings contain 34 papers. the topics discussed include: a global method for reducing multidimensional size graphs;graph descriptors from B-matrix representation;dimensionality reduction for graph of words embedding;entropy versus heterogeneity for graphs;learning generative graph prototypes using simplified von Neumann entropy;information-geometric graph indexing from bags of partial node coverages;maximum likelihood for Gaussians on graphs;towards performance evaluation of graph-based representation;measuring the distance of generalized maps;aggregated search in graph databases: preliminary results;speeding up graph edit distance computation through fast bipartite matching;two new graph kernels and applications to chemoinformatics;parallel graduated assignment algorithm for multiple graph matching based on a common labeling;and smooth simultaneous structural graph matching and point-set registration.
the proceedings contain 37 papers. the topics discussed include: bipartite graph matching for computing the edit distance of graphs;matching of tree structures for registration of medical images;graph-based methods fo...
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ISBN:
(纸本)9783540729020
the proceedings contain 37 papers. the topics discussed include: bipartite graph matching for computing the edit distance of graphs;matching of tree structures for registration of medical images;graph-based methods for retinal mosaicing and vascular characterization;graphbased shapes representation and recognition;a continuous-based approach for partial clique enumeration;a bound for non-subgraph isomorphism;a correspondence measure for graph matching using the discrete quantum walk;a quadratic programming approach to the graph edit distance problem;image classification using marginalized kernels for graphs;comparing sets of 3D digital shapes through topological structures;hierarchy construction schemes within the scale set framework;local reasoning in fuzzy attribute graphs for optimizing sequential segmentation;and graph-based perceptual segmentation of stereo vision 3D images at multiple abstraction levels.
the proceedings contain 26 papers. the topics discussed include: a one hour trip in the world of graphs, looking at the papers of the last ten years;a unified framework for strengthening topological node features and ...
ISBN:
(纸本)9783642382208
the proceedings contain 26 papers. the topics discussed include: a one hour trip in the world of graphs, looking at the papers of the last ten years;a unified framework for strengthening topological node features and its application to subgraph isomorphism detection;on the complexity of submap isomorphism;flooding edge weighted graphs;graph matching with nonnegative sparse model;active-learning query strategies applied to select a graph node given a graph labeling;a comparison of explicit and implicit graph embedding methods for patternrecognition;adjunctions on the lattice of dendrograms;a continuous-time quantum walk kernel for unattributed graphs;relevant cycle hypergraph representation for molecules;a quantum Jensen-Shannon graph kernel using the continuous-time quantum walk;and a novel software toolkit for graph edit distance computation.
the proceedings contain 37 papers. the topics discussed include: matching hierarchies of deformable shapes;edition within a graph kernel framework for shape recognition;coarse-to-fine matching of shapes using disconne...
ISBN:
(纸本)3642021239
the proceedings contain 37 papers. the topics discussed include: matching hierarchies of deformable shapes;edition within a graph kernel framework for shape recognition;coarse-to-fine matching of shapes using disconnected skeletons by learning class-Specific boundary deformations;an optimization-based approach to mesh smoothing: reformulation and extensions;graph-based analysis of nasopharyngeal carcinoma with Bayesian network learning methods;computing and visualizing a graph-based decomposition for non-manifold shapes;graph-based registration of partial images of city maps using geometric hashing;a polynomial algorithm for submap isomorphism: application to searching patterns in images;a recursive embedding approach to median graph computation;and inexact matching of large and sparse graphs using Laplacian eigenvectors.
the proceedings contain 26 papers. the special focus in this conference is on graph-basedrepresentations in patternrecognition. the topics include: Saliency detection via a graphbased diffusion model;shape simplifi...
ISBN:
(纸本)9783319589602
the proceedings contain 26 papers. the special focus in this conference is on graph-basedrepresentations in patternrecognition. the topics include: Saliency detection via a graphbased diffusion model;shape simplification through graph sparsification;reeb graphs of piecewise linear functions;learning graph matching with a graph-based perceptron in a classification context;a nested alignment graph kernel through the dynamic time warping framework;speeding-up graph-based keyword spotting in historical handwritten documents;error-tolerant coarse-to-fine matching model for hierarchical graphs;a Hungarian algorithm for error-correcting graph matching;a new algorithm for subgraph isomorphism;node matching computation between two large graphs in linear computational cost;measuring vertex centrality using the holevo quantity;on the interplay between strong regularity and graph densification;density normalization in density peak based clustering;fast nearest neighbors search in graph space based on a branch-and-bound strategy;exact computation of graph edit distance for uniform and non-uniform metric edit costs;improved graph edit distance approximation with simulated annealing;an edit distance between graph correspondences;a survey on applications of bipartite graph edit distance;minimising entropy changes in dynamic network evolution;synchronization over the birkhoff polytope for multi-graph matching and adaptive feature selection based on the most informative graph-based features.
the proceedings contain 16 papers. the special focus in this conference is on . the topics include: Maximal Independent Sets for Pooling in graph Neural Networks;detecting Abnormal Communication patterns in&...
ISBN:
(纸本)9783031427947
the proceedings contain 16 papers. the special focus in this conference is on . the topics include: Maximal Independent Sets for Pooling in graph Neural Networks;detecting Abnormal Communication patterns in IoT Networks Using graph Neural Networks;cell Segmentation of in situ Transcriptomics Data Using Signed graph Partitioning;graph-based Representation for Multi-image Super-Resolution;reducing the Computational Complexity of the Eccentricity Transform of a Tree;graph-based Deep Learning on the Swiss River Network;minimum Spanning Set Selection in graph Kernels;graph-based vs. Vector-based Classification: A Fair Comparison;a Practical Algorithm for Max-Norm Optimal Binary Labeling of graphs;an Efficient Entropy-basedgraph Kernel;GNN-DES: A New End-to-End Dynamic Ensemble Selection Method based on Multi-label graph Neural Network;C2N-ABDP: Cluster-to-Node Attention-based Differentiable Pooling;splitting Structural and Semantic Knowledge in graph Autoencoders for graph Regression;graph Normalizing Flows to Pre-image Free Machine Learning for Regression.
the proceedings contain 34 papers. the special focus in this conference is on graph-basedrepresentations in patternrecognition. the topics include: Speeding Up graph Edit Distance Computation through Fast Bipartite ...
ISBN:
(纸本)9783642208430
the proceedings contain 34 papers. the special focus in this conference is on graph-basedrepresentations in patternrecognition. the topics include: Speeding Up graph Edit Distance Computation through Fast Bipartite Matching;two New graph Kernels and Applications to Chemoinformatics;generalized Learning graph Quantization;parallel Graduated Assignment Algorithm for Multiple graph Matching based on a Common Labelling;smooth Simultaneous Structural graph Matching and Point-Set Registration;automatic Learning of Edit Costs based on Interactive and Adaptive graphrecognition;exploration of the Labelling Space Given graph Edit Distance Costs;graph Matching based on Dot Product Representation of graphs;indexing with Well-Founded Total Order for Faster Subgraph Isomorphism Detection;graph Descriptors from B-Matrix Representation;graph Transduction as a Non-cooperative Game;a graph-based Approach to Feature Selection;spatio-Temporal Extraction of Articulated Models in a graph Pyramid;semi-supervised Segmentation of 3D Surfaces Using a Weighted graph Representation;convexity Grouping of Salient Contours;hierarchical Interactive Image Segmentation Using Irregular Pyramids;tiled Top-Down Pyramids and Segmentation of Large Histological Images;segmentation of Similar Images Using graph Matching and Community Detection;automatic Street graph Construction in Sketch Maps;people Re-identification by graph Kernels Methods;dimensionality Reduction for graph of Words Embedding;automatic Labeling of Handwritten Mathematical Symbols via Expression Matching;structure-based Evaluation Methodology for Curvilinear Structure Detection Algorithms;keygraphs for Sign Detection in Indoor Environments by Mobile Phones;classification of graph Sequences Utilizing the Eigenvalues of the Distance Matrices and Hidden Markov Models;using Kernels on Hierarchical graphs in Automatic Classification of Designs;entropy versus Heterogeneity for graphs.
the proceedings contain 36 papers. the special focus in this conference is on graph-based Representation, graph Matching, graph Clustering and graph-based Applications. the topics include: Approximation of graph edit ...
ISBN:
(纸本)9783319182230
the proceedings contain 36 papers. the special focus in this conference is on graph-based Representation, graph Matching, graph Clustering and graph-based Applications. the topics include: Approximation of graph edit distance in quadratic time;data graph formulation as the minimum-weight maximum-entropy problem;an entropic edge assortativity measure;a subpath kernel for learning hierarchical image representations;coupled-feature hypergraph representation for feature selection;reeb graphs through local binary patterns;incremental embedding within a dissimilarity-based framework;a first step towards exact graph edit distance using bipartite graph matching;consensus of two graph correspondences through a generalisation of the bipartite graph matching;revisiting Volgenant-Jonker for approximating graph edit distance;a hypergraph matching framework for refining multi-source feature correspondences;a tool for solving substitution-tolerant subgraph isomorphism;a graph database repository and performance evaluation metrics for graph edit distance;learning graph model for different dimensions image matching;report on the first contest on graph matching algorithms for pattern search in biological databases;large-scale graph indexing using binary embeddings of node contexts;on the influence of node centralities on graph edit distance for graph classification;a quantum Jensen-Shannon graph kernel using discrete-time quantum walks;density based cluster extension and dominant sets clustering;salient object segmentation from stereoscopic images;causal video segmentation using superseeds and graph matching;fast minimum spanning tree based clustering algorithms on local neighborhood graph and graphbased lymphatic vessel wall localisation and tracking.
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