Structural, Syntactic, and Statistical Pattern Recognition Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings /
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...
| Συγγραφή απο Οργανισμό/Αρχή: | |
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| Άλλοι συγγραφείς: | , , , , |
| Μορφή: | Ηλεκτρονική πηγή Ηλ. βιβλίο |
| Γλώσσα: | English |
| Έκδοση: |
Berlin, Heidelberg :
Springer Berlin Heidelberg,
2010.
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| Σειρά: | Lecture Notes in Computer Science,
6218 |
| Θέματα: | |
| Διαθέσιμο Online: | Full Text via HEAL-Link |
Πίνακας περιεχομένων:
- 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.
