| 2007 | Parsimonious Kernel Fisher Discrimination. | Kitsuchart Pasupa, Robert F. Harrison, Peter Willett |
| 2007 | Progressive Compression of Geometry Information with Smooth Intermediate Meshes. | Taejung Park, Haeyoung Lee, Chang-Hun Kim |
| 2007 | Cyclic Viterbi Score for Linear Hidden Markov Models. | Vicente Palazn, Andrs Marzal |
| 2007 | A Neural Network Model for Image Change Detection Based on Fuzzy Cognitive Maps. | Gonzalo Pajares, Alfonso Snchez-Beato, Jess Manuel de la Cruz, Jos Jaime Ruz |
| 2007 | Constrained Monocular Obstacle Perception with Just One Frame. | Llus Pacheco, Xavier Cuf, Javier Cobos |
| 2007 | A Fast and Robust Iris Segmentation Method. | No Otero-Mateo, Miguel A. Vega-Rodrguez, Juan Antonio Gmez Pulido, Juan Manuel Snchez-Prez |
| 2007 | A General Framework to Deal with the Scaling Problem in Phrase-Based Statistical Machine Translation. | Daniel Ortiz, Ismael Garca-Varea, Francisco Casacuberta |
| 2007 | Hierarchical Eyelid and Face Tracking. | Javier Orozco, Jordi Gonzlez, Ignasi Rius, F. Xavier Roca |
| 2007 | A Tabular Pruning Rule in Tree-Based Fast Nearest Neighbor Search Algorithms. | Jos Oncina, Franck Thollard, Eva Gmez-Ballester, Luisa Mic, Francisco Moreno-Seco |
| 2007 | False Positive Reduction in Breast Mass Detection Using Two-Dimensional PCA. | Arnau Oliver, Xavier Llad, Joan Mart, Robert Marti, Jordi Freixenet |
| 2007 | Blind Estimation of Motion Blur Parameters for Image Deconvolution. | Joo Pedro Oliveira, Mrio A. T. Figueiredo, Jos M. Bioucas-Dias |
| 2007 | Random Forest for Gene Expression Based Cancer Classification: Overlooked Issues. | Oleg Okun, Helen Priisalu |
| 2007 | Relative Pose Estimation of Surgical Tools in Assisted Minimally Invasive Surgery. | Agustn A. Navarro, Edgar Villarraga, Joan Aranda |
| 2007 | Tracking the Left Ventricle in Ultrasound Images Based on Total Variation Denoising. | Jacinto C. Nascimento, Joo M. Sanches, Jorge S. Marques |
| 2007 | On-Line Classification of Human Activities. | Jacinto C. Nascimento, Mrio A. T. Figueiredo, Jorge S. Marques |
| 2007 | Dependent Component Analysis: A Hyperspectral Unmixing Algorithm. | Jos M. P. Nascimento, Jos M. Bioucas-Dias |
| 2007 | Speech/Music Classification Based on Distributed Evolutionary Fuzzy Logic for Intelligent Audio Coding. | J. Enrique Muoz Expsito, Nicols Ruiz-Reyes, Sebastin Garca Galn, Pedro Vera-Candeas |
| 2007 | Dealing with the Perspective Distortion to Detect Overtaking Cars for Driving Assistance. | Sonia Mota, Eduardo Ros, Javier Daz, Rodrigo Ags, Rafael Rodrguez-Gmez, Richard R. Carrillo |
| 2007 | A Comparative Study of Local Descriptors for Object Category Recognition: SIFT vs HMAX. | Plinio Moreno, Manuel J. Marn-Jimnez, Alexandre Bernardino, Jos Santos-Victor, Nicolas Prez de la Blanca |
| 2007 | A Probabilistic Observation Model for Stereo Vision Systems: Application to Particle Filter-Based Mapping and Localization. | Francisco Angel Moreno, Jos-Luis Blanco, Javier Gonzalez |
| 2007 | Catadioptric Camera Calibration by Polarization Imaging. | Olivier Morel, Ralph Seulin, David Fofi |
| 2007 | Part-of-Speech Tagging Based on Machine Translation Techniques. | Guillem Gasc i Mora, Joan-Andreu Snchez |
| 2007 | HMM-Based Action Recognition Using Contour Histograms. | Maria ngeles Mendoza, Nicolas Prez de la Blanca |
| 2007 | Efficiently Downdating, Composing and Splitting Singular Value Decompositions Preserving the Mean Information. | Javier Melenchn, Elisa Martnez |
| 2007 | New Neighborhood Based Classification Rules for Metric Spaces and Their Use in Ensemble Classification. | Jose-Norberto Mazn, Luisa Mic, Francisco Moreno-Seco |