Structural, Syntactic, and Statistical Pattern Recognition: Joint IAPR International Workshop, SSPR&SPR 2012, Hiroshima, Japan, November 7-9, 2012. Proceedings

Front Matter....Pages -
Estimation, Learning, and Adaptation: Systems That Improve with Use....Pages 1-10
Optimization Techniques for Geometric Estimation: Beyond Minimization....Pages 11-30
Hierarchical Compositional Representations of Object Structure....Pages 31-32
Information Theoretic Prototype Selection for Unattributed Graphs....Pages 33-41
Graph Kernels: Crossing Information from Different Patterns Using Graph Edit Distance....Pages 42-50
Mode Seeking Clustering by KNN and Mean Shift Evaluated....Pages 51-59
Learning Sparse Kernel Classifiers in the Primal....Pages 60-69
Evolutionary Weighted Mean Based Framework for Generalized Median Computation with Application to Strings....Pages 70-78
Graph Complexity from the Jensen-Shannon Divergence....Pages 79-88
Complexity of Computing Distances between Geometric Trees....Pages 89-97
Active Graph Matching Based on Pairwise Probabilities between Nodes....Pages 98-106
On the Relation between the Common Labelling and the Median Graph....Pages 107-115
A Hierarchical Image Segmentation Algorithm Based on an Observation Scale....Pages 116-125
A Discrete Scale Space Neighborhood for Robust Deep Structure Extraction....Pages 126-134
On the Correlation of Graph Edit Distance and L 1 Distance in the Attribute Statistics Embedding Space....Pages 135-143
Approximate Axial Symmetries from Continuous Time Quantum Walks....Pages 144-152
A Clustering-Based Ensemble Technique for Shape Decomposition....Pages 153-161
Laplacian Eigenimages in Discrete Scale Space....Pages 162-170
A Relational Kernel-Based Framework for Hierarchical Image Understanding....Pages 171-180
A Jensen-Shannon Kernel for Hypergraphs....Pages 181-189
Heat Flow-Thermodynamic Depth Complexity in Directed Networks....Pages 190-198
Shape Similarity Based on a Treelet Kernel with Edition....Pages 199-207
3D Shape Classification Using Commute Time....Pages 208-215
Conditional Random Fields for Land Use/Land Cover Classification and Complex Region Detection....Pages 216-224
Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar....Pages 225-233
A Comparison between Structural and Embedding Methods for Graph Classification....Pages 234-242
Improving Fuzzy Multilevel Graph Embedding through Feature Selection Technique....Pages 243-253
Dynamic Learning of SCRF for Feature Selection and Classification of Hyperspectral Imagery....Pages 254-263
Entropic Selection of Histogram Features for Efficient Classification....Pages 264-272
2D Shapes Classification Using BLAST....Pages 273-281
A New Random Forest Method for One-Class Classification....Pages 282-290
A New Index Based on Sparsity Measures for Comparing Fuzzy Partitions....Pages 291-300
Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule....Pages 301-309
The Dipping Phenomenon....Pages 310-317
Colour Matching Function Learning....Pages 318-326
Constrained Log-Likelihood-Based Semi-supervised Linear Discriminant Analysis....Pages 327-335
Out-of-Sample Embedding by Sparse Representation....Pages 336-344
Extended Analyses for an Optimal Kernel in a Class of Kernels with an Invariant Metric....Pages 345-353
Simultaneous Learning of Localized Multiple Kernels and Classifier with Weighted Regularization....Pages 354-362
Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation....Pages 363-372
Online Metric Learning Methods Using Soft Margins and Least Squares Formulations....Pages 373-381
Shape Analysis Using the Edge-Based Laplacian....Pages 382-390
One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices....Pages 391-399
Estimating Surface Characteristics and Extracting Features from Polarisation....Pages 400-408
Extended Fisher Criterion Based on Auto-correlation Matrix Information....Pages 409-416
Poisoning Adaptive Biometric Systems....Pages 417-425
Modified Divergences for Gaussian Densities....Pages 426-436
Graph Database Retrieval Based on Metric-Trees....Pages 437-447
Validation of Network Classifiers....Pages 448-457
Alignment and Morphing for the Boundary Curves of Anatomical Organs....Pages 458-466
Unsupervised Clustering of Human Pose Using Spectral Embedding....Pages 467-473
Human Action Recognition in Video by Fusion of Structural and Spatio-temporal Features....Pages 474-482
An Incremental Structured Part Model for Image Classification....Pages 483-491
Top-Down Tracking and Estimating 3D Pose of a Die....Pages 492-500
Large Scale Experiments on Fingerprint Liveness Detection....Pages 501-509
Implicit and Explicit Graph Embedding: Comparison of Both Approaches on Chemoinformatics Applications....Pages 510-518
Modeling Spoken Dialog Systems under the Interactive Pattern Recognition Framework....Pages 519-528
Hierarchical Graph Representation for Symbol Spotting in Graphical Document Images....Pages 529-538
Compact Form of the Pseudo–inverse Matrix in the Approximation of a Star Graph Using the Conductance Electrical Model (CEM)....Pages 539-547
A Heuristic Based on the Intrinsic Dimensionality for Reducing the Number of Cyclic DTW Comparisons in Shape Classification and Retrieval Using AESA....Pages 548-556
Support Vector Machines Training Data Selection Using a Genetic Algorithm....Pages 557-565
A Unified View of Two-Dimensional Principal Component Analyses....Pages 566-574
Automatic Dimensionality Estimation for Manifold Learning through Optimal Feature Selection....Pages 575-583
Novel Gabor-PHOG Features for Object and Scene Image Classification....Pages 584-592
Binary Gabor Statistical Features for Palmprint Template Protection....Pages 593-601
Class-Dependent Dissimilarity Measures for Multiple Instance Learning....Pages 602-610
Bidirectional Language Model for Handwriting Recognition....Pages 611-619
Hypergraph Spectra for Unsupervised Feature Selection....Pages 620-628
Feature Selection Using Counting Grids: Application to Microarray Data....Pages 629-637
Infinite Sparse Factor Analysis for Blind Source Separation in Reverberant Environments....Pages 638-647
Sparse Discriminant Analysis Based on the Bayesian Posterior Probability Obtained by L1 Regression....Pages 648-656
Conditional Variance of Differences: A Robust Similarity Measure for Matching and Registration....Pages 657-665
A Class Centric Feature and Classifier Ensemble Selection Approach for Music Genre Classification....Pages 666-674
A Local Adaptation of the Histogram Radon Transform Descriptor: An Application to a Shoe Print Dataset....Pages 675-683
A Multiple Classifier System for Classification of Breast Lesions Using Dynamic and Morphological Features in DCE-MRI....Pages 684-692
A Comparative Analysis of Forgery Detection Algorithms....Pages 693-700
Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients....Pages 701-709
A Novel Shadow-Assistant Human Fall Detection Scheme Using a Cascade of SVM Classifiers....Pages 710-718
Analysis of Co-training Algorithm with Very Small Training Sets....Pages 719-726
Classification of High-Dimension PDFs Using the Hungarian Algorithm....Pages 727-733
Face Recognition Using Multilinear Manifold Analysis of Local Descriptors....Pages 734-742
A Genetic Inspired Optimization for ECOC....Pages 743-751
Back Matter....Pages -