| 2012 | Automatic Selection of the Training Set for Semi-supervised Land Classification and Segmentation of Satellite Images. | Olga Rajadell, Pedro Garca-Sevilla |
| 2012 | Measure of Statistical Dependence. | Jos C. Prncipe |
| 2012 | Nonlinear Mapping by Constrained Co-clustering. | Rodolphe Priam, Mohamed Nadif, Grard Govaert |
| 2012 | Generative Topographic Mapping and Factor Analyzers. | Rodolphe Priam, Mohamed Nadif |
| 2012 | Single-frame Signal Recovery using a Similarity-prior based on Pearson Type VII MRF. | Sakinah Ali Pitchay, Ata Kabn |
| 2012 | On the Human Pose Recovery based on a Single View. | Sbastien Pirard, Marc Van Droogenbroeck |
| 2012 | Estimation of Human Orientation based on Silhouettes and Machine Learning Principles. | Sbastien Pirard, Marc Van Droogenbroeck |
| 2012 | The Stepwise Response Refinement Screener (SRRS) and its Applications to Analysis of Factorial Experiments. | Frederick Kin Hing Phoa |
| 2012 | User Behavior Recognition for an Automatic Prompting System - A Structured Approach based on Task Analysis. | Christian Peters, Thomas Hermann, Sven Wachsmuth |
| 2012 | 3D Bending of Surfaces and Volumes with an Application to Brain Torque Modeling. | Antonietta Pepe, Jussi Tohka |
| 2012 | Linear Projection Methods - An Experimental Study for Regression Problems. | Carlos Pardo-Aguilar, Jos-Francisco Dez-Pastor, Nicols Garca-Pedrajas, Juan Jos Rodrguez Diez, Csar Ignacio Garca-Osorio |
| 2012 | Facial Expression Recognition using Log-Euclidean Statistical Shape Models. | Bartlomiej W. Papiez, Bogdan J. Matuszewski, Lik-Kwan Shark, Wei Quan |
| 2012 | Constraint-free Topological Mapping and Path Planning by Maxima Detection of the Kernel Spatial Clearance Density. | Panagiotis Papadakis, Mario Gianni, Matia Pizzoli, Fiora Pirri |
| 2012 | Clustering Complex Multimedia Objects using an Ensemble Approach. | Ana Isabel Oviedo, Oscar Ortega |
| 2012 | Melanosome Tracking by Bayes Theorem and Estimation of Movable Region. | Toshiaki Okabe, Kazuhiro Hotta |
| 2012 | Downscaling Aerosol Optical Thickness to 1 Km | Thi Nhat Thanh Nguyen, Simone Mantovani, Piero Campalani, Gian Piero Limone |
| 2012 | Fast Template Matching of Repetitive Objects in Stereoscopy. | Youval Nehmadi, Orly Kalantyrsky, Hugo Guterman |
| 2012 | Hyperspectral Unmixing with Simultaneous Dimensionality Estimation. | Jos M. P. Nascimento, Jos M. Bioucas-Dias |
| 2012 | About Gradient Operators on Hyperspectral Images. | Ramn Moreno, Manuel Graa |
| 2012 | Detection of Hasty State by Means of using Psychosomatic Information. | Masahiro Miyaji, Kenji Takagi, Haruki Kawanaka, Koji Oguri |
| 2012 | Prototype Selection in Imbalanced Data for Dissimilarity Representation - A Preliminary Study. | Mnica Milln-Giraldo, Vicente Garca, Jos Salvador Snchez |
| 2012 | Efficient Computation of Voronoi Neighbors based on Polytope Search in Pattern Recognition. | Juan Mndez, Javier Lorenzo |
| 2012 | Detecting 'Yellow Stain' in Wood using Spectral Methods. | Gerald McGunnigle |
| 2012 | Event Detection using Log-linear Models for Coronary Contrast Agent Injections. | Dierck Matern, Alexandru Paul Condurache, Alfred Mertins |
| 2012 | Improving Electric Fraud Detection using Class Imbalance Strategies. | Matas Di Martino, Federico Decia, Juan Molinelli, Alicia Fernndez |