Structural, Syntactic, and Statistical Pattern Recognition Joint IAPR International Workshop, SSPR & SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings / edited by Edwin R. Hancock, Richard C Wilson, Terry Windeatt, Ilkay Ulusoy, Francisco Escolano.

This volume in the Springer Lecture Notes in Computer Science (LNCS) series contains the papers presented at the S+SSPR 2010 Workshops, which was the seventh occasion that SPR and SSPR workshops have been held jointly. S+SSPR 2010 was organized by TC1 and TC2, Technical Committees of the Internation...

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Bibliographic Details
Corporate Author:	SpringerLink (Online service)
Other Authors:	Hancock, Edwin R. (Editor), Wilson, Richard C. (Editor), Windeatt, Terry (Editor), Ulusoy, Ilkay (Editor), Escolano, Francisco (Editor)
Format:	eBook
Language:	English
Published:	Berlin, Heidelberg : Springer Berlin Heidelberg : Imprint: Springer, 2010.
Edition:	1st ed. 2010.
Series:	Image Processing, Computer Vision, Pattern Recognition, and Graphics ; 6218 Springer eBook Collection.
Subjects:	Artificial intelligence. Computer programming. Application software. Information storage and retrieval. Database management. Algorithms. Electronic resources (E-books)
Online Access:	Click to view e-book
Holy Cross Note:	Loaded electronically. Electronic access restricted to members of the Holy Cross Community.

Table of Contents:

Invited Talks
From Region Based Image Representation to Object Discovery and Recognition
Learning on Manifolds
Classification and Trees
Structural Patterns in Complex Networks through Spectral Analysis
Structural Descriptions
Graph Embedding Using an Edge-Based Wave Kernel
A Structured Learning Approach to Attributed Graph Embedding
Machine Learning
Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithms
Localized Projection Learning
Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixtures
Structural Learning
Learning Graph Quantization
High-Dimensional Spectral Feature Selection for 3D Object Recognition Based on Reeb Graphs
Dissimilarity-Based Multiple Instance Learning
A Game Theoretic Approach to Learning Shape Categories and Contextual Similarities
Poster Session
A Comparison between Two Representatives of a Set of Graphs: Median vs. Barycenter Graph
Impact of Visual Information on Text and Content Based Image Retrieval
Automatic Traffic Monitoring from Satellite Images Using Artificial Immune System
Graduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphs
Affinity Propagation for Class Exemplar Mining
Guided Informative Image Partitioning
Visual Alphabets on Different Levels of Abstraction for the Recognition of Deformable Objects
Graph Embedding Based on Nodes Attributes Representatives and a Graph of Words Representation
Extracting Plane Graphs from Images
Indexing Tree and Subtree by Using a Structure Network
Attributed Graph Matching for Image-Features Association Using SIFT Descriptors
A Causal Extraction Scheme in Top-Down Pyramids for Large Images Segmentation
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems
What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach
New Partially Labelled Tree Similarity Measure: A Case Study
Complete Search Space Exploration for SITG Inside Probability
Commute-Time Convolution Kernels for Graph Clustering
Geometric Methods
Non-Euclidean Dissimilarities: Causes and Informativeness
Non-parametric Mixture Models for Clustering
Structural Methods for Vision
A Probabilistic Approach to Spectral Unmixing
A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-view Feature Matching
An Algorithm for Recovering Camouflage Errors on Moving People
Clustering
Semi-supervised Clustering Using Heterogeneous Dissimilarities
On Consensus Clustering Validation
Pairwise Probabilistic Clustering Using Evidence Accumulation
Exploring the Performance Limit of Cluster Ensemble Techniques
Contour Grouping by Clustering with Multi-feature Similarity Measure
Poster Session
A Psychophysical Evaluation of Texture Degradation Descriptors
Content-Based Tile Retrieval System
Performance Improvement in Multiple-Model Speech Recognizer under Noisy Environments
On Feature Combination for Music Classification
Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models
Dynamic Linear Combination of Two-Class Classifiers
Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Model
Maximum a Posteriori Based Kernel Classifier Trained by Linear Programming
Improvement of the Disc Harmonic Moments Descriptor by an Exponentially Decaying Distance Transform
Feature Level Fusion of Face and Palmprint Biometrics
Scale and Rotation Invariant Detection of Singular Patterns in Vector Flow Fields
Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selection
Automatic Speech Segmentation Based on Acoustical Clustering
An Efficient Iris and Eye Corners Extraction Method
Dissimilarity-Based Methods
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure
Regularising the Ricci Flow Embedding
Spherical Embedding and Classification
Language
Language Detection and Tracking in Multilingual Documents Using Weak Estimators
Similarity Word-Sequence Kernels for Sentence Clustering
Bayesian Adaptation for Statistical Machine Translation
A Generative Score Space for Statistical Dialog Characterization in Social Signalling
Multiple Classifiers
A Modular Approach to Training Cascades of Boosted Ensembles
A Linear Combination of Classifiers via Rank Margin Maximization
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve
Graphs
Ihara Coefficients: A Flexible Tool for Higher Order Learning
A New Spectral Bound on the Clique Number of Graphs
Large Sample Statistics in the Domain of Graphs
Statistical Pattern Recognition
Analysis of the Multi-Dimensional Scale Saliency Algorithm and Its Application to Texture Categorization
Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates
Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition
Structural Methods for OCR
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models
Rejection Threshold Estimation for an Unknown Language Model in an OCR Task
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR.

Structural, Syntactic, and Statistical Pattern Recognition Joint IAPR International Workshop, SSPR & SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings / edited by Edwin R. Hancock, Richard C Wilson, Terry Windeatt, Ilkay Ulusoy, Francisco Escolano.

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