Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings

Front Matter....Pages -
From Region Based Image Representation to Object Discovery and Recognition....Pages 1-19
Learning on Manifolds....Pages 20-39
Classification and Trees....Pages 40-44
Structural Patterns in Complex Networks through Spectral Analysis....Pages 45-59
Graph Embedding Using an Edge-Based Wave Kernel....Pages 60-69
A Structured Learning Approach to Attributed Graph Embedding....Pages 70-79
Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithms....Pages 80-89
Localized Projection Learning....Pages 90-99
Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixtures....Pages 100-108
Learning Graph Quantization....Pages 109-118
High-Dimensional Spectral Feature Selection for 3D Object Recognition Based on Reeb Graphs....Pages 119-128
Dissimilarity-Based Multiple Instance Learning....Pages 129-138
A Game Theoretic Approach to Learning Shape Categories and Contextual Similarities....Pages 139-148
A Comparison between Two Representatives of a Set of Graphs: Median vs. Barycenter Graph....Pages 149-158
Impact of Visual Information on Text and Content Based Image Retrieval....Pages 159-169
Automatic Traffic Monitoring from Satellite Images Using Artificial Immune System....Pages 170-179
Graduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphs....Pages 180-190
Affinity Propagation for Class Exemplar Mining....Pages 191-201
Guided Informative Image Partitioning....Pages 202-212
Visual Alphabets on Different Levels of Abstraction for the Recognition of Deformable Objects....Pages 213-222
Graph Embedding Based on Nodes Attributes Representatives and a Graph of Words Representation....Pages 223-232
Extracting Plane Graphs from Images....Pages 233-243
Indexing Tree and Subtree by Using a Structure Network....Pages 244-253
Attributed Graph Matching for Image-Features Association Using SIFT Descriptors....Pages 254-263
A Causal Extraction Scheme in Top-Down Pyramids for Large Images Segmentation....Pages 264-274
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems....Pages 275-285
What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach....Pages 286-295
New Partially Labelled Tree Similarity Measure: A Case Study....Pages 296-305
Complete Search Space Exploration for SITG Inside Probability....Pages 306-315
Commute-Time Convolution Kernels for Graph Clustering....Pages 316-323
Non-Euclidean Dissimilarities: Causes and Informativeness....Pages 324-333
Non-parametric Mixture Models for Clustering....Pages 334-343
A Probabilistic Approach to Spectral Unmixing....Pages 344-353
A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-view Feature Matching....Pages 354-364
An Algorithm for Recovering Camouflage Errors on Moving People....Pages 365-374
Semi-supervised Clustering Using Heterogeneous Dissimilarities....Pages 375-384
On Consensus Clustering Validation....Pages 385-394
Pairwise Probabilistic Clustering Using Evidence Accumulation....Pages 395-404
Exploring the Performance Limit of Cluster Ensemble Techniques....Pages 405-414
Contour Grouping by Clustering with Multi-feature Similarity Measure....Pages 415-422
A Psychophysical Evaluation of Texture Degradation Descriptors....Pages 423-433
Content-Based Tile Retrieval System....Pages 434-443
Performance Improvement in Multiple-Model Speech Recognizer under Noisy Environments....Pages 444-452
On Feature Combination for Music Classification....Pages 453-462
Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models....Pages 463-472
Dynamic Linear Combination of Two-Class Classifiers....Pages 473-482
Large-Scale Text to Image Retrieval Using a Bayesian K -Neighborhood Model....Pages 483-492
Maximum a Posteriori Based Kernel Classifier Trained by Linear Programming....Pages 493-502
Improvement of the Disc Harmonic Moments Descriptor by an Exponentially Decaying Distance Transform....Pages 503-511
Feature Level Fusion of Face and Palmprint Biometrics....Pages 512-521
Scale and Rotation Invariant Detection of Singular Patterns in Vector Flow Fields....Pages 522-531
Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selection....Pages 532-539
Automatic Speech Segmentation Based on Acoustical Clustering....Pages 540-548
An Efficient Iris and Eye Corners Extraction Method....Pages 549-558
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces....Pages 559-568
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure....Pages 569-578
Regularising the Ricci Flow Embedding....Pages 579-588
Spherical Embedding and Classification....Pages 589-599
Language Detection and Tracking in Multilingual Documents Using Weak Estimators....Pages 600-609
Similarity Word-Sequence Kernels for Sentence Clustering....Pages 610-619
Bayesian Adaptation for Statistical Machine Translation....Pages 620-629
A Generative Score Space for Statistical Dialog Characterization in Social Signalling....Pages 630-639
A Modular Approach to Training Cascades of Boosted Ensembles....Pages 640-649
A Linear Combination of Classifiers via Rank Margin Maximization....Pages 650-659
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve....Pages 660-669
Ihara Coefficients: A Flexible Tool for Higher Order Learning....Pages 670-679
A New Spectral Bound on the Clique Number of Graphs....Pages 680-689
Large Sample Statistics in the Domain of Graphs....Pages 690-697
Analysis of the Multi-Dimensional Scale Saliency Algorithm and Its Application to Texture Categorization....Pages 698-707
Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates....Pages 708-717
Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition....Pages 718-727
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models....Pages 728-737
Rejection Threshold Estimation for an Unknown Language Model in an OCR Task....Pages 738-747
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR....Pages 748-756
Back Matter....Pages -