| 2004 | A Shallow Description Framework for Musical Style Recognition. | Pedro J. Ponce de Len, Carlos Prez-Sancho, Jos Manuel Iesta Quereda |
| 2004 | A Study on the Consistency of Features for On-Line Signature Verification. | Hansheng Lei, Venu Govindaraju |
| 2004 | Clustering with Soft and Group Constraints. | Martin H. C. Law, Alexander P. Topchy, Anil K. Jain |
| 2004 | Cost-Based Classifier Evaluation for Imbalanced Problems. | Thomas C. W. Landgrebe, Pavel Paclk, David M. J. Tax, Serguei Verzakov, Robert P. W. Duin |
| 2004 | On Extending Symmetry Sets for 2D Shapes. | Arjan Kuijper, Ole Fogh Olsen |
| 2004 | A Nearest Neighbor Method Using Bisectors. | Mineichi Kudo, Hideyuki Imai, Akira Tanaka, Tetsuya Murai |
| 2004 | Statistical Structure of Natural 4 × 4 Image Patches. | Kostadin Koroutchev, Jos R. Dorronsoro |
| 2004 | An MCMC Feature Selection Technique for Characterizing and Classifying Spatial Region Data. | Despina Kontos, Vasileios Megalooikonomou, Marc J. Sobel, Qiang Wang |
| 2004 | Tracking the Evolution of a Tennis Match Using Hidden Markov Models. | Ilias Kolonias, William J. Christmas, Josef Kittler |
| 2004 | Approximate Gradient Direction Metric for Face Authentication. | Josef Kittler, Mohammad Sadeghi |
| 2004 | Recognition of Handwritten Numerals Using a Combined Classifier with Hybrid Features. | Kyoung Min Kim, Joong Jo Park, Young Gi Song, In-Cheol Kim, Ching Y. Suen |
| 2004 | Combining Classifier for Face Identification at Unknown Views with a Single Model Image. | Tae-Kyun Kim, Josef Kittler |
| 2004 | Improving Probabilistic Automata Learning with Additional Knowledge. | Christopher Kermorvant, Colin de la Higuera, Pierre Dupont |
| 2004 | A New Variational Framework for Rigid-Body Alignment. | Tsuyoshi Kato, Koji Tsuda, Kentaro Tomii, Kiyoshi Asai |
| 2004 | Automatic Preference Mining through Learning User Profile with Extracted Information. | Kyung-Yong Jung, Kee-Wook Rim, Jung-Hyun Lee |
| 2004 | EM Initialisation for Bernoulli Mixture Learning. | Alfons Juan, Jos Garca-Hernndez, Enrique Vidal |
| 2004 | An Effective EM Algorithm for PCA Mixture Model. | Zhong Jin, Franck Davoine, Zhen Lou |
| 2004 | Computing the Cyclic Edit Distance for Pattern Classification by Ranking Edit Paths. | Vctor M. Jimnez, Andrs Marzal, Vicente Palazn, Guillermo Peris |
| 2004 | Temporal Post-processing of Decision Tree Outputs for Sports Video Categorisation. | Edward Jaser, William J. Christmas, Josef Kittler |
| 2004 | Structural Perceptrons for Attributed Graphs. | Brijnesh J. Jain, Fritz Wysotzki |
| 2004 | Decision Tree Structures for Graph Database Filtering. | Christophe Irniger, Horst Bunke |
| 2004 | Graph-Based Clustering of Random Point Set. | Atsushi Imiya, Ken Tatara |
| 2004 | Lung Segmentation on Postero-anterior Digital Chest Radiographs Using Active Contours. | Isaac Iglesias, Pablo G. Tahoces, Miguel Souto, Anxo Martnez de Alegra, Mara J. Lado, Juan J. Vidal |
| 2004 | Scale Descriptors through Phase Unwrapping. | Alex Hughes, Richard C. Wilson |
| 2004 | Segmentation Graph Hierarchies. | Yll Haxhimusa, Walter G. Kropatsch |