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ORCID14. SSPR / 9. SPR 2012: Hiroshima, Japan
- Georgy L. Gimel'farb, Edwin R. Hancock, Atsushi Imiya, Arjan Kuijper
, Mineichi Kudo, Shinichiro Omachi, Terry Windeatt, Keiji Yamada:
Structural, Syntactic, and Statistical Pattern Recognition - Joint IAPR International Workshop, SSPR&SPR 2012, Hiroshima, Japan, November 7-9, 2012. Proceedings. Lecture Notes in Computer Science 7626, Springer 2012, ISBN 978-3-642-34165-6
Pierre Devijver Award Lecture
- George Nagy:
Estimation, Learning, and Adaptation: Systems That Improve with Use. 1-10
Invited Talks
- Kenichi Kanatani:
Optimization Techniques for Geometric Estimation: Beyond Minimization. 11-30 - Ales Leonardis:
Hierarchical Compositional Representations of Object Structure. 31-32
Structural, Syntactical, and Statistical Pattern Recognition
- Lin Han, Luca Rossi, Andrea Torsello, Richard C. Wilson, Edwin R. Hancock:
Information Theoretic Prototype Selection for Unattributed Graphs. 33-41 - Benoit Gaüzère, Luc Brun, Didier Villemin:
Graph Kernels: Crossing Information from Different Patterns Using Graph Edit Distance. 42-50 - Robert P. W. Duin, Ana L. N. Fred, Marco Loog, Elzbieta Pekalska:
Mode Seeking Clustering by KNN and Mean Shift Evaluated. 51-59 - Zhouyu Fu, Guojun Lu, Kai Ming Ting, Dengsheng Zhang:
Learning Sparse Kernel Classifiers in the Primal. 60-69
Graph and Tree Methods
- Lucas Franek, Xiaoyi Jiang:
Evolutionary Weighted Mean Based Framework for Generalized Median Computation with Application to Strings. 70-78 - Lu Bai, Edwin R. Hancock:
Graph Complexity from the Jensen-Shannon Divergence. 79-88 - Aasa Feragen:
Complexity of Computing Distances between Geometric Trees. 89-97 - Xavier Cortés, Francesc Serratosa, Albert Solé-Ribalta:
Active Graph Matching Based on Pairwise Probabilities between Nodes. 98-106 - Nicola Rebagliati, Albert Solé-Ribalta, Marcello Pelillo, Francesc Serratosa:
On the Relation between the Common Labelling and the Median Graph. 107-115
Randomized Methods and Image Analysis
- Silvio Jamil Ferzoli Guimarães, Jean Cousty, Yukiko Kenmochi, Laurent Najman:
A Hierarchical Image Segmentation Algorithm Based on an Observation Scale. 116-125 - Martin Tschirsich, Arjan Kuijper:
A Discrete Scale Space Neighborhood for Robust Deep Structure Extraction. 126-134 - Jaume Gibert, Ernest Valveny, Horst Bunke, Alicia Fornés:
On the Correlation of Graph Edit Distance and L 1 Distance in the Attribute Statistics Embedding Space. 135-143 - Luca Rossi, Andrea Torsello, Edwin R. Hancock:
Approximate Axial Symmetries from Continuous Time Quantum Walks. 144-152 - Sergej Lewin, Xiaoyi Jiang, Achim Clausing:
A Clustering-Based Ensemble Technique for Shape Decomposition. 153-161
Kernel Methods in Structural and Syntactical Pattern Recognition
- Martin Tschirsich, Arjan Kuijper:
Laplacian Eigenimages in Discrete Scale Space. 162-170 - Laura Antanas, Paolo Frasconi, Fabrizio Costa, Tinne Tuytelaars, Luc De Raedt:
A Relational Kernel-Based Framework for Hierarchical Image Understanding. 171-180 - Lu Bai, Edwin R. Hancock, Peng Ren:
A Jensen-Shannon Kernel for Hypergraphs. 181-189 - Francisco Escolano, Boyan Bonev, Edwin R. Hancock:
Heat Flow-Thermodynamic Depth Complexity in Directed Networks. 190-198 - Sébastien Bougleux, François-Xavier Dupé, Luc Brun, Myriam Mokhtari:
Shape Similarity Based on a Treelet Kernel with Edition. 199-207
Applications of Structural and Syntactical Pattern Recognition
- Muhammad Haseeb, Edwin R. Hancock:
3D Shape Classification Using Commute Time. 208-215 - Gulcan Can, Orhan Firat, Fatos Tünay Yarman Vural:
Conditional Random Fields for Land Use/Land Cover Classification and Complex Region Detection. 216-224 - Gerard Sanroma, Gertjan J. Burghouts, Klamer Schutte:
Recognition of Long-Term Behaviors by Parsing Sequences of Short-Term Actions with a Stochastic Regular Grammar. 225-233 - Albert Solé-Ribalta, Xavier Cortés, Francesc Serratosa:
A Comparison between Structural and Embedding Methods for Graph Classification. 234-242 - Muhammad Muzzamil Luqman, Jean-Yves Ramel, Josep Lladós:
Improving Fuzzy Multilevel Graph Embedding through Feature Selection Technique. 243-253
Clustering
- Ping Zhong, Zhiming Qian, Runsheng Wang:
Dynamic Learning of SCRF for Feature Selection and Classification of Hyperspectral Imagery. 254-263 - Ákos Utasi:
Entropic Selection of Histogram Features for Efficient Classification. 264-272 - Pietro Lovato, Manuele Bicego:
2D Shapes Classification Using BLAST. 273-281 - Chesner Désir, Simon Bernard, Caroline Petitjean, Laurent Heutte:
A New Random Forest Method for One-Class Classification. 282-290 - Romain Quere, Carl Frélicot:
A New Index Based on Sparsity Measures for Comparing Fuzzy Partitions. 291-300
Learning
- Roberto D'Ambrosio, Paolo Soda:
Polichotomies on Imbalanced Domains by One-per-Class Compensated Reconstruction Rule. 301-309 - Marco Loog, Robert P. W. Duin:
The Dipping Phenomenon. 310-317 - Luis Romero-Ortega, Antonio Robles-Kelly:
Colour Matching Function Learning. 318-326 - Marco Loog, Are Charles Jensen:
Constrained Log-Likelihood-Based Semi-supervised Linear Discriminant Analysis. 327-335 - Bogdan Raducanu, Fadi Dornaika:
Out-of-Sample Embedding by Sparse Representation. 336-344
Kernel Methods in Statistical Pattern Recognition
- Akira Tanaka, Ichigaku Takigawa, Hideyuki Imai, Mineichi Kudo:
Extended Analyses for an Optimal Kernel in a Class of Kernels with an Invariant Metric. 345-353 - Naoya Inoue, Yukihiko Yamashita:
Simultaneous Learning of Localized Multiple Kernels and Classifier with Weighted Regularization. 354-362 - Song Liu, Makoto Yamada, Nigel Collier, Masashi Sugiyama:
Change-Point Detection in Time-Series Data by Relative Density-Ratio Estimation. 363-372 - Adrian Perez-Suay, Francesc J. Ferri:
Online Metric Learning Methods Using Soft Margins and Least Squares Formulations. 373-381 - Furqan Aziz, Richard C. Wilson, Edwin R. Hancock:
Shape Analysis Using the Edge-Based Laplacian. 382-390
Applications of Statistical Pattern Recognition
- Mónica Millán-Giraldo, Vicente García, José Salvador Sánchez:
One-Sided Prototype Selection on Class Imbalanced Dissimilarity Matrices. 391-399 - Lichi Zhang, Edwin R. Hancock, Jing Wu:
Estimating Surface Characteristics and Extracting Features from Polarisation. 400-408 - Hitoshi Sakano, Tsukasa Ohashi, Akisato Kimura, Hiroshi Sawada, Katsuhiko Ishiguro:
Extended Fisher Criterion Based on Auto-correlation Matrix Information. 409-416 - Battista Biggio, Giorgio Fumera, Fabio Roli, Luca Didaci:
Poisoning Adaptive Biometric Systems. 417-425 - Karim T. Abou-Moustafa, Frank P. Ferrie:
Modified Divergences for Gaussian Densities. 426-436
Applications of Structural, Syntactical, and Statistical Methods
- Francesc Serratosa, Xavier Cortés, Albert Solé-Ribalta:
Graph Database Retrieval Based on Metric-Trees. 437-447 - James Li, Abdullah Sonmez, Zehra Cataltepe, Eric Bax:
Validation of Network Classifiers. 448-457 - Keiko Morita, Atsushi Imiya, Tomoya Sakai, Hidekaka Hontan, Yoshitaka Masutani:
Alignment and Morphing for the Boundary Curves of Anatomical Organs. 458-466 - Muhammad Haseeb, Edwin R. Hancock:
Unsupervised Clustering of Human Pose Using Spectral Embedding. 467-473 - Ehsan Zare Borzeshi, Óscar Pérez Concha, Massimo Piccardi:
Human Action Recognition in Video by Fusion of Structural and Spatio-temporal Features. 474-482 - Huigang Zhang, Xiao Bai, Jian Cheng, Jun Zhou, Huijie Zhao:
An Incremental Structured Part Model for Image Classification. 483-491 - Fuensanta Torres, Walter G. Kropatsch:
Top-Down Tracking and Estimating 3D Pose of a Die. 492-500 - Gian Luca Marcialis, Luca Ghiani, Katja Vetter, Dirk Morgeneier, Fabio Roli:
Large Scale Experiments on Fingerprint Liveness Detection. 501-509 - Benoit Gaüzère, Makoto Hasegawa, Luc Brun, Salvatore Tabbone:
Implicit and Explicit Graph Embedding: Comparison of Both Approaches on Chemoinformatics Applications. 510-518 - M. Inés Torres, José-Miguel Benedí, Raquel Justo, Fabrizio Ghigi:
Modeling Spoken Dialog Systems under the Interactive Pattern Recognition Framework. 519-528 - Klaus Broelemann, Anjan Dutta, Xiaoyi Jiang, Josep Lladós:
Hierarchical Graph Representation for Symbol Spotting in Graphical Document Images. 529-538 - Manuel Igelmo, Alberto Sanfeliu:
Compact Form of the Pseudo-inverse Matrix in the Approximation of a Star Graph Using the Conductance Electrical Model (CEM). 539-547 - Vicente Palazón-González, Andrés Marzal:
A Heuristic Based on the Intrinsic Dimensionality for Reducing the Number of Cyclic DTW Comparisons in Shape Classification and Retrieval Using AESA. 548-556 - Michal Kawulok, Jakub Nalepa:
Support Vector Machines Training Data Selection Using a Genetic Algorithm. 557-565 - Kohei Inoue, Kenji Hara, Kiichi Urahama:
A Unified View of Two-Dimensional Principal Component Analyses. 566-574 - Fadi Dornaika, Ammar Assoum, Bogdan Raducanu:
Automatic Dimensionality Estimation for Manifold Learning through Optimal Feature Selection. 575-583 - Atreyee Sinha, Sugata Banerji, Chengjun Liu:
Novel Gabor-PHOG Features for Object and Scene Image Classification. 584-592 - Meiru Mu, Qiuqi Ruan, Xiaoying Shao, Luuk J. Spreeuwers, Raymond N. J. Veldhuis:
Binary Gabor Statistical Features for Palmprint Template Protection. 593-601 - Veronika Cheplygina, David M. J. Tax, Marco Loog:
Class-Dependent Dissimilarity Measures for Multiple Instance Learning. 602-610 - Volkmar Frinken, Alicia Fornés, Josep Lladós, Jean-Marc Ogier:
Bidirectional Language Model for Handwriting Recognition. 611-619 - Zhihong Zhang, Edwin R. Hancock:
Hypergraph Spectra for Unsupervised Feature Selection. 620-628 - Pietro Lovato, Manuele Bicego, Marco Cristani, Nebojsa Jojic, Alessandro Perina:
Feature Selection Using Counting Grids: Application to Microarray Data. 629-637 - Kohei Nagira, Takuma Otsuka, Hiroshi G. Okuno:
Infinite Sparse Factor Analysis for Blind Source Separation in Reverberant Environments. 638-647 - Akinori Hidaka, Takio Kurita:
Sparse Discriminant Analysis Based on the Bayesian Posterior Probability Obtained by L1 Regression. 648-656 - Atsuto Maki, Riccardo Gherardi:
Conditional Variance of Differences: A Robust Similarity Measure for Matching and Registration. 657-665 - Hasitha Bimsara Ariyaratne, Dengsheng Zhang, Guojun Lu:
A Class Centric Feature and Classifier Ensemble Selection Approach for Music Genre Classification. 666-674 - Makoto Hasegawa, Salvatore Tabbone:
A Local Adaptation of the Histogram Radon Transform Descriptor: An Application to a Shoe Print Dataset. 675-683 - Roberta Fusco, Mario Sansone, Antonella Petrillo, Carlo Sansone:
A Multiple Classifier System for Classification of Breast Lesions Using Dynamic and Morphological Features in DCE-MRI. 684-692 - Davide Cozzolino, Giovanni Poggi, Carlo Sansone, Luisa Verdoliva:
A Comparative Analysis of Forgery Detection Algorithms. 693-700 - Terry Windeatt, Cemre Zor:
Low Training Strength High Capacity Classifiers for Accurate Ensembles Using Walsh Coefficients. 701-709 - Yie-Tarng Chen, You-Rong Lin, Wen-Hsien Fang:
A Novel Shadow-Assistant Human Fall Detection Scheme Using a Cascade of SVM Classifiers. 710-718 - Luca Didaci, Giorgio Fumera, Fabio Roli:
Analysis of Co-training Algorithm with Very Small Training Sets. 719-726 - James S. Cope, Paolo Remagnino:
Classification of High-Dimension PDFs Using the Hungarian Algorithm. 727-733 - Xian-Hua Han, Yen-Wei Chen:
Face Recognition Using Multilinear Manifold Analysis of Local Descriptors. 734-742 - Miguel Ángel Bautista, Sergio Escalera, Xavier Baró, Oriol Pujol:
A Genetic Inspired Optimization for ECOC. 743-751
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