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13. SSPR / 8. SPR 2010: Cesme, Izmir, Turkey
- Edwin R. Hancock, Richard C. Wilson, Terry Windeatt
, Ilkay Ulusoy, Francisco Escolano:
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR&SPR 2010, Cesme, Izmir, Turkey, August 18-20, 2010. Proceedings. Lecture Notes in Computer Science 6218, Springer 2010, ISBN 978-3-642-14979-5
Invited Talks
- Narendra Ahuja, Sinisa Todorovic:
From Region Based Image Representation to Object Discovery and Recognition. 1-19 - Fatih Porikli:
Learning on Manifolds. 20-39 - Luc Devroye:
Classification and Trees. 40-44 - Ernesto Estrada
Structural Patterns in Complex Networks through Spectral Analysis. 45-59
Structural Descriptions
- Hewayda ElGhawalby
Graph Embedding Using an Edge-Based Wave Kernel. 60-69 - Haifeng Zhao
A Structured Learning Approach to Attributed Graph Embedding. 70-79
Machine Learning
- Eva Gómez-Ballester, Luisa Micó
Combining Elimination Rules in Tree-Based Nearest Neighbor Search Algorithms. 80-89 - Kazuki Tsuji, Mineichi Kudo
Localized Projection Learning. 90-99 - Antonio Peñalver Benavent
Entropy-Based Variational Scheme for Fast Bayes Learning of Gaussian Mixtures. 100-108
Structural Learning
- Brijnesh J. Jain, S. Deepak Srinivasan, Alexander Tissen, Klaus Obermayer:
Learning Graph Quantization. 109-118 - Boyan Bonev, Francisco Escolano, Daniela Giorgi
High-Dimensional Spectral Feature Selection for 3D Object Recognition Based on Reeb Graphs. 119-128 - Lauge Sørensen
Dissimilarity-Based Multiple Instance Learning. 129-138 - Aykut Erdem
A Game Theoretic Approach to Learning Shape Categories and Contextual Similarities. 139-148
Poster Session
- Itziar Bardají, Miquel Ferrer
A Comparison between Two Representatives of a Set of Graphs: Median vs. Barycenter Graph. 149-158 - Christophe Moulin, Christine Largeron, Mathias Géry:
Impact of Visual Information on Text and Content Based Image Retrieval. 159-169 - Mehrad Eslami, Karim Faez
Automatic Traffic Monitoring from Satellite Images Using Artificial Immune System. 170-179 - Albert Solé-Ribalta, Francesc Serratosa
Graduated Assignment Algorithm for Finding the Common Labelling of a Set of Graphs. 180-190 - Shengping Xia, Rui Song, Edwin R. Hancock
Affinity Propagation for Class Exemplar Mining. 191-201 - Nathan Brewer, Nianjun Liu, Lei Wang:
Guided Informative Image Partitioning. 202-212 - Martin Stommel, Klaus-Dieter Kuhnert:
Visual Alphabets on Different Levels of Abstraction for the Recognition of Deformable Objects. 213-222 - Jaume Gibert, Ernest Valveny:
Graph Embedding Based on Nodes Attributes Representatives and a Graph of Words Representation. 223-232 - Émilie Samuel, Colin de la Higuera, Jean-Christophe Janodet:
Extracting Plane Graphs from Images. 233-243 - Mingming Zhang, Shinichiro Omachi
Indexing Tree and Subtree by Using a Structure Network. 244-253 - Gerard Sanroma
Attributed Graph Matching for Image-Features Association Using SIFT Descriptors. 254-263 - Romain Goffe, Guillaume Damiand
A Causal Extraction Scheme in Top-Down Pyramids for Large Images Segmentation. 264-274 - Samuel Rota Bulò
Fast Population Game Dynamics for Dominant Sets and Other Quadratic Optimization Problems. 275-285 - Francisco Escolano, Miguel Angel Lozano
What Is the Complexity of a Network? The Heat Flow-Thermodynamic Depth Approach. 286-295 - David Rizo
New Partially Labelled Tree Similarity Measure: A Case Study. 296-305 - Guillem Gascó i Mora, Joan-Andreu Sánchez
Complete Search Space Exploration for SITG Inside Probability. 306-315 - Normawati A. Rahman, Edwin R. Hancock
Commute-Time Convolution Kernels for Graph Clustering. 316-323
Geometric Methods
- Robert P. W. Duin, Elzbieta Pekalska:
Non-Euclidean Dissimilarities: Causes and Informativeness. 324-333 - Pavan Kumar Mallapragada, Rong Jin, Anil K. Jain:
Non-parametric Mixture Models for Clustering. 334-343
Structural Methods for Vision
- Cong Phuoc Huynh, Antonio Robles-Kelly:
A Probabilistic Approach to Spectral Unmixing. 344-353 - Emanuele Rodolà
A Game-Theoretic Approach to the Enforcement of Global Consistency in Multi-view Feature Matching. 354-364 - Donatello Conte
An Algorithm for Recovering Camouflage Errors on Moving People. 365-374
Clustering
- Manuel Martín-Merino
Semi-supervised Clustering Using Heterogeneous Dissimilarities. 375-384 - João M. M. Duarte, Ana L. N. Fred
On Consensus Clustering Validation. 385-394 - Samuel Rota Bulò
Pairwise Probabilistic Clustering Using Evidence Accumulation. 395-404 - Xiaoyi Jiang
Exploring the Performance Limit of Cluster Ensemble Techniques. 405-414 - Xue Bai, Siwei Luo, Qi Zou, Yibiao Zhao:
Contour Grouping by Clustering with Multi-feature Similarity Measure. 415-422
Poster Session
- Jirí Filip, Pavel Vácha, Michal Haindl, Patrick R. Green:
A Psychophysical Evaluation of Texture Degradation Descriptors. 423-433 - Pavel Vácha, Michal Haindl
Content-Based Tile Retrieval System. 434-443 - Jang-Hyuk Yoon, Yong-Joo Chung:
Performance Improvement in Multiple-Model Speech Recognizer under Noisy Environments. 444-452 - Zhouyu Fu, Guojun Lu
On Feature Combination for Music Classification. 453-462 - André F. T. Martins
Information Theoretical Kernels for Generative Embeddings Based on Hidden Markov Models. 463-472 - Carlo Lobrano, Roberto Tronci
Dynamic Linear Combination of Two-Class Classifiers. 473-482 - Roberto Paredes:
Large-Scale Text to Image Retrieval Using a Bayesian K-Neighborhood Model. 483-492 - Nopriadi, Yukihiko Yamashita:
Maximum a Posteriori Based Kernel Classifier Trained by Linear Programming. 493-502 - Noureddine Ennahnahi
Improvement of the Disc Harmonic Moments Descriptor by an Exponentially Decaying Distance Transform. 503-511 - Dakshina Ranjan Kisku
Feature Level Fusion of Face and Palmprint Biometrics. 512-521 - Wei Liu, Eraldo Ribeiro
Scale and Rotation Invariant Detection of Singular Patterns in Vector Flow Fields. 522-531 - Sedat Ozer, Chi Hau Chen, Imam Samil Yetik
Using K-NN SVMs for Performance Improvement and Comparison to K-Highest Lagrange Multipliers Selection. 532-539 - Jon Ander Gómez, Emilio Sanchis Arnal, María José Castro Bleda:
Automatic Speech Segmentation Based on Acoustical Clustering. 540-548 - Nesli Erdogmus, Jean-Luc Dugelay
An Efficient Iris and Eye Corners Extraction Method. 549-558
Dissimilarity-Based Methods
- Sang-Woon Kim, Robert P. W. Duin:
An Empirical Comparison of Kernel-Based and Dissimilarity-Based Feature Spaces. 559-568 - Diana Porro-Muñoz, Robert P. W. Duin, Mauricio Orozco-Alzate
The Dissimilarity Representation as a Tool for Three-Way Data Classification: A 2D Measure. 569-578 - Weiping Xu, Edwin R. Hancock
Regularising the Ricci Flow Embedding. 579-588 - Richard C. Wilson, Edwin R. Hancock
Spherical Embedding and Classification. 589-599
Language
- Aleksander Stensby, B. John Oommen
Language Detection and Tracking in Multilingual Documents Using Weak Estimators. 600-609 - Jesús Andrés-Ferrer, Germán Sanchis-Trilles, Francisco Casacuberta:
Similarity Word-Sequence Kernels for Sentence Clustering. 610-619 - Germán Sanchis-Trilles, Francisco Casacuberta:
Bayesian Adaptation for Statistical Machine Translation. 620-629 - Anna Pesarin, Paolo Calanca, Vittorio Murino
A Generative Score Space for Statistical Dialog Characterization in Social Signalling. 630-639
Multiple Classifiers
- Teo Susnjak
A Modular Approach to Training Cascades of Boosted Ensembles. 640-649 - Claudio Marrocco
A Linear Combination of Classifiers via Rank Margin Maximization. 650-659 - Maria Teresa Ricamato, Francesco Tortorella
Combination of Dichotomizers for Maximizing the Partial Area under the ROC Curve. 660-669
Graphs
- Peng Ren, Tatjana M. Aleksic, Richard C. Wilson, Edwin R. Hancock
Ihara Coefficients: A Flexible Tool for Higher Order Learning. 670-679 - Samuel Rota Bulò
A New Spectral Bound on the Clique Number of Graphs. 680-689 - Brijnesh J. Jain, Klaus Obermayer:
Large Sample Statistics in the Domain of Graphs. 690-697
Statistical Pattern Recognition
- Pablo Suau, Francisco Escolano:
Analysis of the Multi-Dimensional Scale Saliency Algorithm and Its Application to Texture Categorization. 698-707 - Miguel Arevalillo-Herráez
Interactive Image Retrieval Using Smoothed Nearest Neighbor Estimates. 708-717 - Chi-Ho Chan, Josef Kittler, Muhammad Atif Tahir:
Kernel Fusion of Multiple Histogram Descriptors for Robust Face Recognition. 718-727
Structural Methods for OCR
- Rafael Llobet
Efficient OCR Post-Processing Combining Language, Hypothesis and Error Models. 728-737 - Joaquim Arlandis
Rejection Threshold Estimation for an Unknown Language Model in an OCR Task. 738-747 - José Ignacio Abreu Salas
A New Editing Scheme Based on a Fast Two-String Median Computation Applied to OCR. 748-756
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