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

Estimation, Learning, and Adaptation: Systems That Improve with Use.-
Optimization Techniques for Geometric Estimation: Beyond Minimization.-
Hierarchical Compositional Representations of Object Structure.- Information
Theoretic Prototype Selection for Unattributed Graphs.- Graph Kernels:
Crossing Information from Different Patterns Using Graph Edit Distance.- Mode
Seeking Clustering by KNN and Mean Shift Evaluated.- Learning Sparse Kernel
Classifiers in the Primal.- EvolutionaryWeighted Mean Based Framework for
Generalized Median Computation with Application to Strings.- Graph Complexity
from the Jensen-Shannon Divergence.- Complexity of Computing Distances
between Geometric Trees.- Active Graph Matching Based on Pairwise
Probabilities between Nodes.- On the Relation between the Common Labelling
and the Median Graph.- A Hierarchical Image Segmentation Algorithm Based on
an Observation Scale.- A Discrete Scale Space Neighborhood for Robust Deep
Structure Extraction.- On the Correlation of Graph Edit Distance and L1
Distance in the

Attribute Statistics Embedding Space.- Approximate Axial Symmetries from
Continuous Time Quantum Walks.- A Clustering-Based Ensemble Technique for
Shape Decomposition.- Laplacian Eigenimages in Discrete Scale Space.- A
Relational Kernel-Based Framework for Hierarchical Image Understanding.- A
Jensen-Shannon Kernel for Hypergraphs.- Heat Flow-Thermodynamic Depth
Complexity in Directed Networks.- Shape Similarity Based on a Treelet Kernel
with Edition.- 3D Shape Classification Using Commute Time.- Conditional
Random Fields for Land Use/Land Cover Classification and Complex Region
Detection.- Recognition of Long-Term Behaviors by Parsing Sequences of
Short-Term Actions with a Stochastic Regular Grammar.- A Comparison between
Structural and Embedding Methods for Graph Classification.- Improving Fuzzy
Multilevel Graph Embedding through Feature Selection Technique.- Dynamic
Learning of SCRF for Feature Selection and Classification of Hyperspectral
Imagery.- Entropic Selection of Histogram Features for Efficient
Classification.- 2D Shapes Classification Using BLAST.- A New Random Forest
Method for One-Class Classification.- A New Index Based on Sparsity Measures
for Comparing Fuzzy Partitions.- Polichotomies on Imbalanced Domains by
One-per-Class Compensated Reconstruction Rule.- The Dipping Phenomenon.-
Colour Matching Function Learning.- Constrained Log-Likelihood-Based
Semi-supervised Linear Discriminant Analysis.- Out-of-Sample Embedding by
Sparse Representation.- Extended Analyses for an Optimal Kernel in a Class of
Kernels with an Invariant Metric.- Simultaneous Learning of Localized
Multiple Kernels and Classifier with Weighted Regularization.- Change-Point
Detection in Time-Series Data by Relative Density-Ratio Estimation.- Online
Metric Learning Methods Using Soft Margins and Least Squares Formulations.-
Shape Analysis Using the Edge-Based Laplacian.- One-Sided Prototype Selection
on Class Imbalanced Dissimilarity Matrices.- Estimating Surface
Characteristics and Extracting Features from Polarisation.- Extended Fisher
Criterion Based on Auto-correlation Matrix Information.- Poisoning Adaptive
Biometric Systems.- Modified Divergences for Gaussian Densities.- Graph
Database Retrieval Based on Metric-Trees.- Validation of Network
Classifiers.- Alignment and Morphing for the Boundary Curves of Anatomical
Organs.- Unsupervised Clustering of Human Pose Using Spectral Embedding.-
Human Action Recognition in Video by Fusion of Structural and Spatio-temporal
Features.- An Incremental Structured Part Model for Image Classification.-
Top-Down Tracking and Estimating 3D Pose of a Die.- Large Scale Experiments
on Fingerprint Liveness Detection.- Implicit and Explicit Graph Embedding:
Comparison of Both Approaches on Chemoinformatics Applications.- Modeling
Spoken Dialog Systems under the Interactive Pattern Recognition Framework.-
Hierarchical Graph Representation for Symbol Spotting in Graphical Document
Images.- Compact Form of the Pseudoinverse Matrix in the Approximation of a
Star Graph Using the Conductance Electrical Model (CEM).- A Heuristic Based
on the Intrinsic Dimensionality for Reducing the Number of Cyclic DTW
Comparisons in Shape Classification and Retrieval Using AESA.- Support Vector
Machines Training Data Selection Using a Genetic Algorithm.- A Unified View
of Two-Dimensional Principal Component Analyses.- Automatic Dimensionality
Estimation for Manifold Learning through Optimal Feature Selection.- Novel
Gabor-PHOG Features for Object and Scene Image Classification.- Binary Gabor
Statistical Features for Palmprint Template Protection.- Class-Dependent
Dissimilarity Measures for Multiple Instance Learning.- Bidirectional
Language Model for Handwriting Recognition.- Hypergraph Spectra for
Unsupervised Feature Selection.- Feature Selection Using Counting Grids:
Application to Microarray Data.- Infinite Sparse Factor Analysis for Blind
Source Separation in Reverberant Environments.- Sparse Discriminant Analysis
Based on the Bayesian Posterior Probability Obtained by L1 Regression.-
Conditional Variance of Differences: A Robust Similarity Measure for Matching
and Registration.- A Class Centric Feature and Classifier Ensemble Selection
Approach for Music Genre Classification.- A Local Adaptation of the Histogram
Radon Transform Descriptor: An Application to a Shoe Print Dataset.- A
Multiple Classifier System for Classification of Breast Lesions Using Dynamic
and Morphological Features in DCE-MRI.- A Comparative Analysis of Forgery
Detection Algorithms.- Low Training Strength High Capacity Classifiers for
Accurate Ensembles Using Walsh Coefficients.- A Novel Shadow-Assistant Human
Fall Detection Scheme Using a Cascade of SVM Classifiers.- Analysis of
Co-training Algorithm with Very Small Training Sets.- Classification of
High-Dimension PDFs Using the Hungarian

Algorithm.- Face Recognition Using Multilinear Manifold Analysis of Local
Descriptors.- A Genetic Inspired Optimization for ECOC.