| 2002 | Texture Description by Independent Components. | Dick de Ridder, Robert P. W. Duin, Josef Kittler |
| 2002 | Shape-from-Shading for Highlighted Surfaces. | Hossein Ragheb, Edwin R. Hancock |
| 2002 | Compact Graph Model of Handwritten Images: Integration into Authentification and Recognition. | Denis V. Popel |
| 2002 | Genetic Algorithms for Exploratory Data Analysis. | Alberto J. Prez Jimnez, Juan-Carlos Perez-Cortes |
| 2002 | Spatial Representation of Dissimilarity Data via Lower-Complexity Linear and Nonlinear Mappings. | Elzbieta Pekalska, Robert P. W. Duin |
| 2002 | A Hidden Markov Model-Based Approach to Sequential Data Clustering. | Antonello Panuccio, Manuele Bicego, Vittorio Murino |
| 2002 | A Visual Attention Operator Based on Morphological Models of Images and Maximum Likelihood Decision. | Roman M. Palenichka |
| 2002 | On Feature Selection with Measurement Cost and Grouped Features. | Pavel Paclk, Robert P. W. Duin, Geert M. P. van Kempen, Reinhard Kohlus |
| 2002 | Piecewise Multi-linear PDF Modelling, Using an ML Approach. | Edgard Nyssen, Naren Naik, Bart Truyen |
| 2002 | Extending LAESA Fast Nearest Neighbour Algorithm to Find the k Nearest Neighbours. | Francisco Moreno-Seco, Luisa Mic, Jos Oncina |
| 2002 | Probabilistic Decisions in Production Nets: An Example from Vehicle Recognition. | Eckart Michaelsen, Uwe Stilla |
| 2002 | Reducing the Computational Cost of Computing Approximated Median Strings. | Carlos D. Martnez-Hinarejos, Alfons Juan, Francisco Casacuberta, Ramn Alberto Mollineda |
| 2002 | Spectral Methods for View-Based 3-D Object Recognition Using Silhouettes. | Diego Macrini, Ali Shokoufandeh, Sven J. Dickinson, Kaleem Siddiqi, Steven W. Zucker |
| 2002 | Spectral Feature Vectors for Graph Clustering. | Bin Luo, Richard C. Wilson, Edwin R. Hancock |
| 2002 | Non-iterative Heteroscedastic Linear Dimension Reduction for Two-Class Data. | Marco Loog, Robert P. W. Duin |
| 2002 | A Complete OCR System for Gurmukhi Script. | G. S. Lehal, Chandan Singh |
| 2002 | An Application of Machine Learning Techniques for the Classification of Glaucomatous Progression. | Mihai M. Lazarescu, Andrew Turpin, Svetha Venkatesh |
| 2002 | Hierarchical Top Down Enhancement of Robust PCA. | Georg Langs, Horst Bischof, Walter G. Kropatsch |
| 2002 | Inexact Multisubgraph Matching Using Graph Eigenspace and Clustering Models. | Serhiy Kosinov, Terry Caelli |
| 2002 | Illumination Normalized Face Image for Face Recognition. | Jaepil Ko, Eunju Kim, Hyeran Byun |
| 2002 | Fusion of Multiple Cue Detectors for Automatic Sports Video Annotation. | Josef Kittler, Marco Ballette, William J. Christmas, Edward Jaser, Kieron Messer |
| 2002 | Class-Discriminative Weighted Distortion Measure for VQ-based Speaker Identification. | Tomi Kinnunen, Ismo Krkkinen |
| 2002 | Recursive Prototype Reduction Schemes Applicable for Large Data Sets. | Sang-Woon Kim, B. John Oommen |
| 2002 | Combination of Tangent Vectors and Local Representations for Handwritten Digit Recognition. | Daniel Keysers, Roberto Paredes, Hermann Ney, Enrique Vidal |
| 2002 | Asymmetric Gaussian and Its Application to Pattern Recognition. | Tsuyoshi Kato, Shinichiro Omachi, Hirotomo Aso |