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ORCID12. SSPR / 7. SPR 2008: Orlando, FL, USA
- Niels da Vitoria Lobo, Takis Kasparis, Fabio Roli, James Tin-Yau Kwok, Michael Georgiopoulos, Georgios C. Anagnostopoulos, Marco Loog:
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshop, SSPR & SPR 2008, Orlando, USA, December 4-6, 2008. Proceedings. Lecture Notes in Computer Science 5342, Springer 2008, ISBN 978-3-540-89688-3
Invited Talks (Abstracts)
- Tin Kam Ho:
Data Complexity Analysis: Linkage between Context and Solution in Classification. 1 - Horst Bunke, Kaspar Riesen:
Graph Classification on Dissimilarity Space Embedding. 2 - Pedro M. Domingos, Stanley Kok, Daniel Lowd, Hoifung Poon, Matthew Richardson, Parag Singla, Marc Sumner, Jue Wang:
Markov Logic: A Unifying Language for Structural and Statistical Pattern Recognition. 3 - Ludmila I. Kuncheva
, Indre Zliobaite:
Linear Discriminant Classifier (LDC) for Streaming Data with Concept Drift. 4
SSPR
Graph-Based Methods (Special Session)
- David Emms, Richard C. Wilson, Edwin R. Hancock:
Graph Edit Distance without Correspondence from Continuous-Time Quantum Walks. 5-14 - Miquel Ferrer, Ernest Valveny, Francesc Serratosa, Horst Bunke:
Exact Median Graph Computation Via Graph Embedding. 15-24 - Dongjoe Shin, Tardi Tjahjadi:
Similarity Invariant Delaunay Graph Matching. 25-34 - Wan-Jui Lee, Robert P. W. Duin:
An Inexact Graph Comparison Approach in Joint Eigenspace. 35-44 - Nicolas Sidere, Pierre Héroux, Jean-Yves Ramel:
A Vectorial Representation for the Indexation of Structural Informations. 45-54
Probabilistic and Stochastic Structural Models for PR
- Carlos Pérez-Sancho, David Rizo, José Manuel Iñesta Quereda:
Stochastic Text Models for Music Categorization. 55-64 - Franck Thollard, Baptiste Jeudy:
Efficient Pruning of Probabilistic Automata. 65-75 - Arnaud Zdziobeck, Franck Thollard:
Position Models and Language Modeling. 76-85 - Amaury Habrard, José Manuel Iñesta Quereda, David Rizo, Marc Sebban:
Melody Recognition with Learned Edit Distances. 86-96 - Daniel Heesch, Robby T. Tan, Maria Petrou:
Context First. 97-106
Image and Video Analysis
- Yunqian Ma, Petr Císar:
Activity Representation in Crowd. 107-116 - Shengping Xia, Edwin R. Hancock:
3D Object Recognition Using Hyper-Graphs and Ranked Local Invariant Features. 117-126 - Al Shorin, Georgy L. Gimel'farb, Patrice Delmas, John Morris:
Image Matching with Spatially Variant Contrast and Offset: A Quadratic Programming Approach. 127-136 - Giovanni Maria Farinella, Sebastiano Battiato, Giovanni Gallo, Roberto Cipolla:
Natural Versus Artificial Scene Classification by Ordering Discrete Fourier Power Spectra. 137-146 - Nicholas Shorter, Takis Kasparis:
Fuzzy ART for Relatively Fast Unsupervised Image Color Quantization. 147-156
Shape Analysis
- James C. A. Sharpe, Edwin R. Hancock:
Recognising Facial Expressions Using Spherical Harmonics. 157-166 - Reinier H. van Leuken, Olga Symonova, Remco C. Veltkamp, Raffaele de Amicis:
Complex Fiedler Vectors for Shape Retrieval. 167-176 - Boris Flach, Dmitrij Schlesinger:
Combining Shape Priors and MRF-Segmentation. 177-186 - H. Quynh Dinh, Liefei Xu:
Measuring the Similarity of Vector Fields Using Global Distributions. 187-196 - Andrea Albarelli, Marcello Pelillo, Sebastiano Viviani:
Consensus Graphs for Symmetry Plane Estimation. 197-206
Kernel Methods
- Hewayda ElGhawalby, Edwin R. Hancock:
Graph Characteristic from the Gauss-Bonnet Theorem. 207-216 - Xiao Bai, Richard C. Wilson, Edwin R. Hancock:
Quantitative Evaluation on Heat Kernel Permutation Invariants. 217-226 - François-Xavier Dupé, Luc Brun:
Hierarchical Bag of Paths for Kernel Based Shape Classification. 227-236 - Francisco Escolano, Edwin R. Hancock, Miguel Angel Lozano:
Polytopal Graph Complexity, Matrix Permanents, and Embedding. 237-246 - Heeyoul Choi, Brandon Paulson, Tracy Hammond:
Gesture Recognition Based on Manifold Learning. 247-256
Pattern Recognition and Applications (Jointly with SPR)
- Peng Ren, Richard C. Wilson, Edwin R. Hancock:
Graph Characteristics from the Ihara Zeta Function. 257-266 - Indriyati Atmosukarto, Linda G. Shapiro:
A Learning Approach to 3D Object Representation for Classification. 267-276 - Huanzhang Fu, Alain Pujol, Emmanuel Dellandréa, Liming Chen:
Region Based Visual Object Categorization Using Segment Features and Polynomial Modeling. 277-286
SSPR Poster Papers
Graph-Based Methods
- Kaspar Riesen, Horst Bunke:
IAM Graph Database Repository for Graph Based Pattern Recognition and Machine Learning. 287-297 - Gerard Sanroma, Francesc Serratosa, René Alquézar:
Hybrid Genetic Algorithm and Procrustes Analysis for Enhancing the Matching of Graphs Generated from Shapes. 298-307 - Peng Ren, Richard C. Wilson, Edwin R. Hancock:
Spectral Embedding of Feature Hypergraphs. 308-317 - Shengping Xia, Edwin R. Hancock:
Clustering Using Class Specific Hyper Graphs. 318-328 - Xiao Bai, Yi-Zhe Song, Anupriya Balikai, Peter M. Hall:
Structure Is a Visual Class Invariant. 329-338
Recognition and Classification
- Tomoyuki Shibata, Osamu Yamaguchi:
Local Fisher Discriminant Component Hashing for Fast Nearest Neighbor Classification. 339-349 - Guillaume Née, Stéphanie Jehan-Besson, Luc Brun, Marinette Revenu:
Significance Tests and Statistical Inequalities for Region Matching. 350-360 - Helena Molina-Abril, Pedro Real:
Advanced Homology Computation of Digital Volumes Via Cell Complexes. 361-371 - Simon Fothergill, Robert Harle, Sean B. Holden:
Modeling the Model Athlete: Automatic Coaching of Rowing Technique. 372-381
Image and Video Analysis
- Cong Phuoc Huynh, Antonio Robles-Kelly:
Optimal Solution of the Dichromatic Model for Multispectral Photometric Invariance. 382-391 - Pakaket Wattuya, Xiaoyi Jiang:
Ensemble Combination for Solving the Parameter Selection Problem in Image Segmentation. 392-401 - Özge Çavus, Selim Aksoy:
Semantic Scene Classification for Image Annotation and Retrieval. 402-410 - Yen-Wei Chen, Takayuki Fukui, Xu Qiao, Takanori Igarashi, Keisuke Nakao, Akio Kashimoto:
Multi-angle View, Illumination and Cosmetic Facial Image Database (MaVIC) and Quantitative Analysis of Facial Appearance. 411-420
Applications
- Kiwon Yun, Junyeong Yang, Hyeran Byun:
Shape Representation Robust to the Sketching Order Using Distance Map and Direction Histogram. 421-430 - Cristian Olivares-Rodríguez, José Oncina:
A Stochastic Approach to Median String Computation. 431-440 - Nicole M. Artner, Salvador B. López Mármol, Csaba Beleznai, Walter G. Kropatsch:
Tracking by Hierarchical Representation of Target Structure. 441-450 - Nathan Brewer, Nianjun Liu:
Using the Shape Characteristics of Rain to Identify and Remove Rain from Video. 451-458
SPR
Ensemble Methods
- Paolo Simeone, David M. J. Tax, Robert P. W. Duin, Francesco Tortorella:
A Fast Approach to Improve Classification Performance of ECOC Classification Systems. 459-468 - Yan Jiang, Xiaoqing Ding:
Partially Corrective AdaBoost. 469-478 - Mohammad T. Sadeghi, Masoumeh Samiei, Josef Kittler:
Selection and Fusion of Similarity Measure Based Classifiers Using Support Vector Machines. 479-488 - Zhouyu Fu, Antonio Robles-Kelly:
On Mixtures of Linear SVMs for Nonlinear Classification. 489-499 - Battista Biggio, Giorgio Fumera, Fabio Roli:
Adversarial Pattern Classification Using Multiple Classifiers and Randomisation. 500-509
Pattern Recognition
- Ludmila I. Kuncheva, Catrin O. Plumpton:
Adaptive Learning Rate for Online Linear Discriminant Classifiers. 510-519 - Juan José Rodríguez, Ludmila I. Kuncheva:
Combining Online Classification Approaches for Changing Environments. 520-529 - Akira Tanaka, Hideyuki Imai, Mineichi Kudo, Masaaki Miyakoshi:
Optimal Kernel in a Class of Kernels with an Invariant Metric. 530-539 - Ke Qin, B. John Oommen:
Chaotic Pattern Recognition: The Spectrum of Properties of the Adachi Neural Network. 540-550 - Robert P. W. Duin, Elzbieta Pekalska, Artsiom Harol, Wan-Jui Lee, Horst Bunke:
On Euclidean Corrections for Non-Euclidean Dissimilarities. 551-561
Feature Selection
- Kazuaki Aoki, Mineichi Kudo:
Feature and Classifier Selection in Class Decision Trees. 562-571 - Hiroshi Tenmoto, Mineichi Kudo:
Soft Feature Selection by Using a Histogram-Based Classifier. 572-581 - Simone Marinai, Emanuele Marino, Giovanni Soda:
Embedded Map Projection for Dimensionality Reduction-Based Similarity Search. 582-591 - Myoung Soo Park, Jin Young Choi:
Novel Incremental Principal Component Analysis with Improved Performance. 592-601
Density Estimation and Clustering
- Luis Rueda:
An Efficient Algorithm for Optimal Multilevel Thresholding of Irregularly Sampled Histograms. 602-611 - Hoel Le Capitaine, Carl Frélicot:
A Family of Cluster Validity Indexes Based on a l-Order Fuzzy OR Operator. 612-621 - Sung-Hyuk Cha:
Fast Multivariate Ordinal Type Histogram Matching. 622-632 - Sung-Hyuk Cha:
Distance between Histograms with Shuffled Cost Matrix. 633-643 - Antonio Adán, Miguel Adán, Santiago Salamanca, Pilar Merchán:
Using Non Local Features for 3D Shape Grouping. 644-653
Computer Vision and Biometrics
- Sang-Woon Kim, Jian Gao:
A Dynamic Programming Technique for Optimizing Dissimilarity-Based Classifiers. 654-663 - Jing Wu, William A. P. Smith, Edwin R. Hancock:
Supervised Principal Geodesic Analysis on Facial Surface Normals for Gender Classification. 664-673 - Claudio Marrocco, Maria Teresa Ricamato, Francesco Tortorella:
Exploring Margin Maximization for Biometric Score Fusion. 674-683 - Gian Luca Marcialis, Ajita Rattani, Fabio Roli:
Biometric Template Update: An Experimental Investigation on the Relationship between Update Errors and Performance Degradation in Face Verification. 684-693 - Xiao Dong, Guoyan Zheng:
Automatic Mutual Nonrigid Registration of Dense Surfaces by Graphical Model Based Inference. 694-704
Pattern Recognition and Applications (Jointly with SSPR)
- Zhi Zeng, Wei Liang, Heping Li, Shuwu Zhang:
A Novel Video Classification Method Based on Hybrid Generative/Discriminative Models. 705-713 - Chandan K. Reddy, Jin Hyeong Park:
Scale-Space Kernels for Additive Modeling. 714-723 - David M. J. Tax, Robert P. W. Duin:
Learning Curves for the Analysis of Multiple Instance Classifiers. 724-733
SPR Poster Papers
Computer Vision and Biometrics
- Agnes Swadzba, Sven Wachsmuth:
Categorizing Perceptions of Indoor Rooms Using 3D Features. 734-744 - Biagio Freni, Gian Luca Marcialis, Fabio Roli:
Template Selection by Editing Algorithms: A Case Study in Face Recognition. 745-754 - Aglika Gyaourova, Arun Ross:
A Novel Coding Scheme for Indexing Fingerprint Patterns. 755-764 - Luca Didaci, Gian Luca Marcialis, Fabio Roli:
A Theoretical and Experimental Analysis of Template Co-update in Biometric Verification Systems. 765-774 - Yong Xu, David Zhang:
A New Solution Scheme of Unsupervised Locality Preserving Projection Method for the SSS Problem. 775-781 - Alberto J. Pérez Jiménez, Jose Luis Guardiola, Juan Carlos Pérez-Cortes:
High Occupancy Vehicle Detection. 782-789
Ensemble Methods
- Kai Lienemann, Thomas Plötz, Gernot A. Fink:
Automatic Classification of NMR Spectra by Ensembles of Local Experts. 790-800 - Satoshi Shirai, Mineichi Kudo, Atsuyoshi Nakamura:
Bagging, Random Subspace Method and Biding. 801-810 - Raisa Socorro, Luisa Micó:
Use of Structured Pattern Representations for Combining Classifiers. 811-820 - Roberto Tronci, Giorgio Giacinto, Fabio Roli:
Combination of Experts by Classifiers in Similarity Score Spaces. 821-830 - Asif Ekbal, Sivaji Bandyopadhyay:
Improving the Performance of a NER System by Post-processing and Voting. 831-841 - Lorène Allano, Sonia Garcia-Salicetti, Bernadette Dorizzi:
A Low Cost Incremental Biometric Fusion Strategy for a Handheld Device. 842-851
Applications
- Manuele Bicego, Enrico Grosso, Edoardo Otranto:
A Hidden Markov Model Approach to Classify and Predict the Sign of Financial Local Trends. 852-861 - Karim T. Abou-Moustafa, Frank P. Ferrie:
Local Metric Learning on Manifolds with Application to Query-Based Operations. 862-873 - Maiko Sato, Mineichi Kudo, Jun Toyama:
Behavior Analysis of Volume Prototypes in High Dimensionality. 874-884 - Alice Este, Francesco Gargiulo, Francesco Gringoli, Luca Salgarelli, Carlo Sansone:
Pattern Recognition Approaches for Classifying IP Flows. 885-895
Pattern Recognition
- Hyun-Chul Kim, Zoubin Ghahramani:
Outlier Robust Gaussian Process Classification. 896-905 - Manuele Bicego, Alessandro Trudda:
2D Shape Classification Using Multifractional Brownian Motion. 906-916 - Vicente García, Ramón Alberto Mollineda, José Salvador Sánchez:
A New Performance Evaluation Method for Two-Class Imbalanced Problems. 917-925 - Eva Gómez-Ballester, Luisa Micó, José Oncina:
A Pruning Rule Based on a Distance Sparse Table for Hierarchical Similarity Search Algorithms. 926-936 - Sabine Barrat, Salvatore Tabbone:
Classification and Automatic Annotation Extension of Images Using Bayesian Network. 937-946 - Laurent Wendling, Jan Rendek, Pascal Matsakis:
Selection of Suitable Set of Decision Rules Using Choquet Integral. 947-955
Feature Selection and Clustering
- Petr Somol, Jana Novovicová:
Evaluating the Stability of Feature Selectors That Optimize Feature Subset Cardinality. 956-966 - Ranga Raju Vatsavai, Shashi Shekhar, Budhendra L. Bhaduri:
A Learning Scheme for Recognizing Sub-classes from Model Trained on Aggregate Classes. 967-976 - Katerine Díaz-Chito, Francesc J. Ferri, Wladimiro Díaz Villanueva:
An Empirical Evaluation of Common Vector Based Classification Methods and Some Extensions. 977-985
Invited Talks (Full Papers)
- Tin Kam Ho:
Data Complexity Analysis: Linkage between Context and Solution in Classification. 986-995 - Horst Bunke, Kaspar Riesen:
Graph Classification Based on Dissimilarity Space Embedding. 996-1007
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