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9. SSPR / 4. SPR 2002: Windsor, Ontario, Canada
- Terry Caelli, Adnan Amin, Robert P. W. Duin, Mohamed S. Kamel, Dick de Ridder:
Structural, Syntactic, and Statistical Pattern Recognition, Joint IAPR International Workshops SSPR 2002 and SPR 2002, Windsor, Ontario, Canada, August 6-9, 2002, Proceedings. Lecture Notes in Computer Science 2396, Springer 2002, ISBN 3-540-44011-9
Invited Talks
- Diego Macrini, Ali Shokoufandeh, Sven J. Dickinson, Kaleem Siddiqi, Steven W. Zucker:
Spectral Methods for View-Based 3-D Object Recognition Using Silhouettes. 1-14 - Thomas G. Dietterich:
Machine Learning for Sequential Data: A Review. 15-30 - Edwin R. Hancock, Richard C. Wilson:
Graph-Based Methods for Vision: A Yorkist Manifesto. 31-46
SSPR
Graphs, Grammars and Languages
- Carlos D. Martínez-Hinarejos
, Alfons Juan, Francisco Casacuberta, Ramón Alberto Mollineda:
Reducing the Computational Cost of Computing Approximated Median Strings. 47-55 - Jose L. Verdú-Mas, Mikel L. Forcada, Rafael C. Carrasco, Jorge Calera-Rubio:
Tree k-Grammar Models for Natural Language Modelling and Parsing. 56-63 - Henning Fernau
Algorithms for Learning Function Distinguishable Regular Languages. 64-73
Graphs, Strings and Grammars
- Barend J. van Wyk
Non-bayesian Graph Matching without Explicit Compatibility Calculations. 74-82 - Bin Luo, Richard C. Wilson, Edwin R. Hancock:
Spectral Feature Vectors for Graph Clustering. 83-93 - Stefan Fischer, Kaspar Gilomen, Horst Bunke:
Identification of Diatoms by Grid Graph Matching. 94-103 - Antonio Robles-Kelly, Edwin R. Hancock:
String Edit Distance, Random Walks and Graph Matching. 104-112 - Andrea Torsello, Edwin R. Hancock:
Learning Structural Variations in Shock Trees. 113-122 - Horst Bunke, Pasquale Foggia, Corrado Guidobaldi, Carlo Sansone, Mario Vento:
A Comparison of Algorithms for Maximum Common Subgraph on Randomly Connected Graphs. 123-132 - Serhiy Kosinov, Terry Caelli:
Inexact Multisubgraph Matching Using Graph Eigenspace and Clustering Models. 133-142 - Xiaoyi Jiang
Optimal Lower Bound for Generalized Median Problems in Metric Space. 143-152
Documents and OCR
- Adnan Amin:
Structural Description to Recognising Arabic Characters Using Decision Tree Learning Techniques. 152-158 - Jean Duong, Myriam Côté, Hubert Emptoz:
Feature Approach for Printed Document Image Analysis. 159-167 - Liu Wenyin:
Example-Driven Graphics Recognition. 168-176 - Georgy L. Gimel'farb:
Estimation of Texels for Regular Mosaics Using Model-Based Interaction Maps. 177-185 - Lee Gregory, Josef Kittler:
Using Graph Search Techniques for Contextual Colour Retrieval. 186-194
Image Shape Analysis and Application
- Ezra Tassone, Geoff A. W. West, Svetha Venkatesh:
Comparing Shape and Temporal PDMs. 195-204 - Abdullah A. Al-Shaher, Edwin R. Hancock:
Linear Shape Recognition with Mixtures of Point Distribution Models. 205-215 - Fabio Sartori, Edwin R. Hancock:
Curvature Weighted Evidence Combination for Shape-from-Shading. 216-224 - Eckart Michaelsen, Uwe Stilla:
Probabilistic Decisions in Production Nets: An Example from Vehicle Recognition. 225-233 - Georg Langs, Horst Bischof, Walter G. Kropatsch:
Hierarchical Top Down Enhancement of Robust PCA. 234-242 - Mihai M. Lazarescu, Andrew Turpin, Svetha Venkatesh:
An Application of Machine Learning Techniques for the Classification of Glaucomatous Progression. 243-251
Poster Papers
Graphs, Strings, Grammars and Language
- Francesc Serratosa, René Alquézar, Alberto Sanfeliu:
Estimating the Joint Probability Distribution of Random Vertices and Arcs by Means of Second-Order Random Graphs. 252-262 - Barend J. van Wyk
Successive Projection Graph Matching. 263-271 - Denis V. Popel:
Compact Graph Model of Handwritten Images: Integration into Authentification and Recognition. 272-280 - Mathieu Delalandre, Pierre Héroux
A Statistical and Structural Approach for Symbol Recognition, Using XML Modelling. 281-290 - Adel Hlaoui, Shengrui Wang:
A New Algorithm for Graph Matching with Application to Content-Based Image Retrieval. 291-300 - Juan Humberto Sossa Azuela, Francisco Cuevas de la Rosa, Héctor Benitez:
Efficient Computation of 3-D Moments in Terms of an Object's Partition. 301-309
Image Analysis and Feature Extraction
- Roman M. Palenichka:
A Visual Attention Operator Based on Morphological Models of Images and Maximum Likelihood Decision. 310-319 - Ilkay Ulusoy, Edwin R. Hancock, Ugur Halici
Disparity Using Feature Points in Multi Scale. 320-328 - Kyungjoo Cheoi, Yillbyung Lee:
Detecting Perceptually Important Regions in an Image Based on Human Visual Attention Characteristic. 329-338 - Hassan Alam, Ahmad Fuad Rezaur Rahman, Timotius Tjahjadi, Hua Cheng, Paul Llido, Aman Kumar, Rachmat Hartono, Yuliya Tarnikova, Che Wilcox:
Development of Spoken Language User Interfaces: A Tool Kit Approach. 339-347
Documents and OCR
- Changhua Wu, Gady Agam:
Document Image De-warping for Text/Graphics Recognition. 348-357 - G. S. Lehal, Chandan Singh:
A Complete OCR System for Gurmukhi Script. 358-367 - Antoni Grau, Joan Climent, Francesc Serratosa, Alberto Sanfeliu:
Texprint : A New Algorithm to Discriminate Textures Structurally. 368-377 - Michael Droettboom, Ichiro Fujinaga, Karl MacMillan:
Optical Music Interpretation. 378-386 - Juan Humberto Sossa Azuela, Aurelio Velázquez, Serguei Levachkine:
On the Segmentation of Color Cartographic Images. 387-395
SPR
Density Estimation and Distribution Models
- Mayer Aladjem:
Projection Pursuit Fitting Gaussian Mixture Models. 396-404 - Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso:
Asymmetric Gaussian and Its Application to Pattern Recognition. 405-413 - Mohammad Sadeghi, Josef Kittler:
Modified Predictive Validation Test for Gaussian Mixture Modelling. 414-423
Multi-classifiers and Fusion
- Giorgio Fumera, Fabio Roli
Performance Analysis and Comparison of Linear Combiners for Classifier Fusion. 424-432 - Ray L. Somorjai, Arunas Janeliunas, Richard Baumgartner, Sarunas Raudys:
Comparison of Two Classification Methodologies on a Real-World Biomedical Problem. 433-441 - Ana L. N. Fred, Anil K. Jain:
Evidence Accumulation Clustering Based on the K-Means Algorithm. 442-451
Feature Extraction and Selection
- Andrew Webb:
A Kernel Approach to Metric Multidimensional Scaling. 452-460 - Pavel Paclík, Robert P. W. Duin, Geert M. P. van Kempen, Reinhard Kohlus:
On Feature Selection with Measurement Cost and Grouped Features. 461-469 - Naoto Abe, Mineichi Kudo
Classifier-Independent Feature Selection Based on Non-parametric Discriminant Analysis. 470-479 - Helene Schulerud, Fritz Albregtsen:
Effects of Many Feature Candidates in Feature Selection and Classification. 480-487
General Methodology
- Elzbieta Pekalska, Robert P. W. Duin:
Spatial Representation of Dissimilarity Data via Lower-Complexity Linear and Nonlinear Mappings. 488-497 - Masakazu Iwamura
A Method to Estimate the True Mahalanobis Distance from Eigenvectors of Sample Covariance Matrix. 498-507 - Marco Loog, Robert P. W. Duin:
Non-iterative Heteroscedastic Linear Dimension Reduction for Two-Class Data. 508-517 - Ricardo Barandela, Francesc J. Ferri, T. Nájera:
Some Experiments in Supervised Pattern Recognition with Incomplete Training Samples. 518-527 - Sang-Woon Kim, B. John Oommen:
Recursive Prototype Reduction Schemes Applicable for Large Data Sets. 528-537
Documents and OCR
- Daniel Keysers, Roberto Paredes, Hermann Ney, Enrique Vidal:
Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition. 538-547 - Javier Cano-Perez
Training Set Expansion in Handwritten Character Recognition. 548-556 - Jan Bakus, Mohamed S. Kamel:
Document Classification Using Phrases. 557-565
Image Shape Analysis and Application
- Miroslav Hamouz, Josef Kittler, Jiri Matas
Face Detection by Learned Affine Correspondences. 566-575 - Hossein Ragheb, Edwin R. Hancock:
Shape-from-Shading for Highlighted Surfaces. 576-586 - Dick de Ridder, Robert P. W. Duin, Josef Kittler:
Texture Description by Independent Components. 587-596 - Josef Kittler, Marco Ballette, William J. Christmas, Edward Jaser
Fusion of Multiple Cue Detectors for Automatic Sports Video Annotation. 597-606 - Giorgio Giacinto, Fabio Roli
Query Shifting Based on Bayesian Decision Theory for Content-Based Image Retrieval. 607-616 - Michal Haindl
Recursive Model-Based Colour Image Restoration. 617-626
Poster Papers
Face Recognition
- Javad Haddadnia, Majid Ahmadi, Karim Faez:
Human Face Recognition with Different Statistical Features. 627-635 - Yea-Shuan Huang, Yao-Hong Tsai:
A Transformation-Based Mechanism for Face Recognition. 636-643 - Ginés García-Mateos
Face Detection Using Integral Projection Models. 644-653 - Jaepil Ko, Eunju Kim, Hyeran Byun:
Illumination Normalized Face Image for Face Recognition. 654-661 - Javier Ruiz-del-Solar, Pablo Navarrete:
Towards a Generalized Eigenspace-Based Face Recognition Framework. 662-671
Speech and Multimedia
- Jon Ander Gómez
Automatic Segmentation of Speech at the Phonetic Level. 672-680 - Tomi Kinnunen, Ismo Kärkkäinen:
Class-Discriminative Weighted Distortion Measure for VQ-based Speaker Identification. 681-688 - Dahbia Semani, Christophe Saint-Jean
Alive Fishes Species Characterization from Video Sequences. 689-698
Data and Cluster Analysis
- Massimo De Santo, Gennaro Percannella, Carlo Sansone
Automatic Cut Detection in MPEG Movies: A Multi-expert Approach. 699-708 - Keith Copsey, Andrew Webb:
Bayesian Networks for Incorporation of Contextual Information in Target Recognition Systems. 709-717 - Francisco Moreno-Seco, Luisa Micó
Extending LAESA Fast Nearest Neighbour Algorithm to Find the k Nearest Neighbours. 718-724 - Eva Gómez-Ballester, Luisa Micó, José Oncina:
A Fast Approximated k-Median Algorithm. 725-733 - Antonello Panuccio, Manuele Bicego, Vittorio Murino:
A Hidden Markov Model-Based Approach to Sequential Data Clustering. 734-742 - Alberto J. Pérez Jiménez, Juan-Carlos Perez-Cortes
Genetic Algorithms for Exploratory Data Analysis. 743-751
Classification
- Edgard Nyssen, Naren Naik, Bart Truyen
Piecewise Multi-linear PDF Modelling, Using an ML Approach. 752-760 - Kazuaki Aoki, Mineichi Kudo
Decision Tree Using Class-Dependent Feature Subsets. 761-769 - Konstantinos Sirlantzis
Fusion of n-Tuple Based Classifiers for High Performance Handwritten Character Recognition. 770-778 - Bruce A. Draper, Kyungim Baek, Jeff Boody:
A Biologically Plausible Approach to Cat and Dog Discrimination. 779-788 - David Windridge
Morphologically Unbiased Classifier Combination through Graphical PDF Correlation. 789-797 - Hitoshi Sakano, Takashi Suenaga:
Classifiers under Continuous Observations. 798-805
Image Analysis and Vision
- Jing-Wein Wang
Texture Classification Based on Coevolution Approach in Multiwavelet Feature Space. 806-813 - Georgy L. Gimel'farb, Uri Lipowezky:
Probabilistic Signal Models to Regularise Dynamic Programming Stereo. 814-822 - Atsushi Imiya, Tetsu Hada, Ken Tatara:
The Hough Transform without the Accumulators. 823-832 - José Manuel Iñesta Quereda
Robust Gray-Level Histogram Gaussian Characterisation. 833-841 - Michal Haindl
Model-Based Fatique Fractographs Texture Analysis. 842-849 - Zohreh Azimifar, Paul W. Fieguth, Ed Jernigan:
Hierarchical Multiscale Modeling of Wavelet-Based Correlations. 850-860
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