| 2012 | Dimension Reduction by an Orthogonal Series Estimate of the Probabilistic Dependence Measure. | Wissal Drira, Wissal Neji, Faouzi Ghorbel |
| 2012 | Decomposition of Multimodal Data for Affordance-based Identification of Potential Grasps. | Daniel Dornbusch, Robert Haschke, Stefan Menzel, Heiko Wersing |
| 2012 | A Comparison of Multivariate Mutual Information Estimators for Feature Selection. | Gauthier Doquire, Michel Verleysen |
| 2012 | Handling Imprecise Labels in Feature Selection with Graph Laplacian. | Gauthier Doquire, Michel Verleysen |
| 2012 | Stream Volume Prediction in Twitter with Artificial Neural Networks. | Gabriela Dominguez, Juan Zamora, Miguel Guevara, Hctor Allende, Rodrigo Salas |
| 2012 | User Independent System for Recognition of Hand Postures Used in Sign Language. | Djamila Dahmani, Benchikh Soumia, Slimane Larabi |
| 2012 | Night-time Outdoor Surveillance with Mobile Cameras. | Ferran Diego, Georgios D. Evangelidis, Joan Serrat |
| 2012 | Greedy Approach for Document Clustering. | Lim Cheon Choi, Soon Cheol Park |
| 2012 | Monocular Egomotion Estimation based on Image Matching. | Diego Cheda, Daniel Ponsa, Antonio Manuel Lpez Pea |
| 2012 | Lane Detection in Pedestrian Motion and Entropy-based Order Index. | Olivier Chabiron, Jrme Fehrenbach, Pierre Degond, Mehdi Moussad, Julien Pettr, Samuel Lemercier |
| 2012 | Decision Tree Induction from Counterexamples. | Nicolas Cebron, Fabian Richter, Rainer Lienhart |
| 2012 | Multiple Object Tracking with Relations. | Luca Cattelani, Cristina E. Manfredotti, Enza Messina |
| 2012 | Two Methods for Filled-in Document Image Identification using Local Features. | Diego Carrion-Robles, Vicent Castello-Fos, Juan-Carlos Perez-Cortes, Joaquim Arlandis |
| 2012 | Generative Embeddings based on Rician Mixtures - Application to Kernel-based Discriminative Classification of Magnetic Resonance Images. | Anna C. Carli, Mrio A. T. Figueiredo, Manuele Bicego, Vittorio Murino |
| 2012 | Phoneme-to-viseme Mapping for Visual Speech Recognition. | Luca Cappelletta, Naomi Harte |
| 2012 | Bayesian Supervised Image Classification based on a Pairwise Comparison Method. | Fernando Calle-Alonso, J. P. Arias-Nicols, C. J. Prez, Jacinto Martn |
| 2012 | The Interplay of Statistical and Structural Pattern Recognition from a Machine Learning Perspective. | Tibrio S. Caetano |
| 2012 | Pitch-sensitive Components Emerge from Hierarchical Sparse Coding of Natural Sounds. | Engin Bumbacher, Vivienne Ming |
| 2012 | On Applications of Sequential Multi-view Dense Reconstruction from Aerial Images. | Dimitri Bulatov, Peter Wernerus, Hermann Gross |
| 2012 | Context Sensitive Information: Model Validation by Information Theory. | Joachim M. Buhmann |
| 2012 | The Combination of HMAX and HOGs in an Attention Guided Framework for Object Localization. | Tobias Brosch, Heiko Neumann |
| 2012 | Fusion of Optical and Thermal Imagery and LiDAR Data for Application to 3-D Urban Environment - Pattern Recognition Applications in Remotely Sensed Hyperspectral Image Analysis. | Anna Brook, Marijke Vandewal, Rudolf Richter, Eyal Ben-Dor |
| 2012 | Automatic Hoverfly Species Discrimination. | Branko Brkljac, Marko Panic, Dubravko Culibrk, Vladimir S. Crnojevic, Jelena Acanski, Ante Vujic |
| 2012 | Divisive Monothetic Clustering for Interval and Histogram-valued Data. | Paula Brito, Marie Chavent |
| 2012 | Computing the Reeb Graph for Triangle Meshes with Active Contours. | Laura Brandolini, Marco Piastra |