| 2026 | ICPR | Hybrid Classical-Quantum Architecture for Vectorised Image Classification of Hand-Written Sketches. | Yeray Cordero, Sanket Biswas, Fernando Vilario, Matas Bilkis |
| 2019 | ICDAR | Eye-Movements During Information Extraction from Administrative Documents. | Helena Muoz, Fernando Vilario, Dimosthenis Karatzas |
| 2015 | IBPRIA | A Feature-Based Gaze Estimation Algorithm for Natural Light Scenarios. | Onur Ferhat, Arcadi Llanza, Fernando Vilario |
| 2014 | ETRA | Experts vs. novices: applying eye-tracking methodologies in colonoscopy video screening for polyp search. | Jorge Bernal, Francisco Javier Snchez, Fernando Vilario, Mirko Arnold, Anarta Ghosh, Gerard Lacey |
| 2014 | ETRA | Experts vs. novices: applying eye-tracking methodologies in colonoscopy video screening for polyp search. | Jorge Bernal, Francisco Javier Snchez, Fernando Vilario, Mirko Arnold, Anarta Ghosh, Gerard Lacey |
| 2014 | MICCAI | Polyp Segmentation Method in Colonoscopy Videos by Means of MSA-DOVA Energy Maps Calculation. | Jorge Bernal, Joan Manel Nez, Francisco Javier Snchez, Fernando Vilario |
| 2014 | MICCAI | Impact of Keypoint Detection on Graph-Based Characterization of Blood Vessels in Colonoscopy Videos. | Joan M. Nez, Jorge Bernal, Miquel Ferrer, Fernando Vilario |
| 2011 | IBPRIA | A Region Segmentation Method for Colonoscopy Images Using a Model of Polyp Appearance. | Jorge Bernal, Francisco Javier Snchez, Fernando Vilario |
| 2011 | IBPRIA | Identifying Potentially Cancerous Tissues in Chromoendoscopy Images. | Farhan Riaz, Fernando Vilario, Mrio Dinis-Ribeiro, Miguel Tavares Coimbra |
| 2011 | MICCAI | Integration of Valley Orientation Distribution for Polyp Region Identification in Colonoscopy. | Jorge Bernal, Francisco Javier Snchez, Fernando Vilario |
| 2008 | ICVS | Diagnostic System for Intestinal Motility Disfunctions Using Video Capsule Endoscopy. | Santi Segu, Laura Igual, Fernando Vilario, Petia Radeva, Carolina Malagelada, Fernando Azpiroz, Jordi Vitri |
| 2007 | BMVC | A Multi-class SVM Classifier for Automatic Hand Washing Quality Assessment. | David Fernndez Llorca, Fernando Vilario, Jiang Zhou, Gerard Lacey |
| 2007 | IBPRIA | Automatic Labeling of Colonoscopy Video for Cancer Detection. | Fernando Vilario, Gerard Lacey, Jiang Zhou, Hugh Mulcahy, Stephen Patchett |
| 2006 | CIARP | Linear Radial Patterns Characterization for Automatic Detection of Tonic Intestinal Contractions. | Fernando Vilario, Panagiota Spyridonos, Jordi Vitri, Carolina Malagelada, Petia Radeva |
| 2006 | CIARP | A Machine Learning Framework Using SOMs: Applications in the Intestinal Motility Assessment. | Fernando Vilario, Panagiota Spyridonos, Jordi Vitri, Carolina Malagelada, Petia Radeva |
| 2006 | ICPR | Automatic Detection of Intestinal Juices in Wireless Capsule Video Endoscopy. | Fernando Vilario, Panagiota Spyridonos, Oriol Pujol, Jordi Vitri, Petia Radeva |
| 2006 | MICCAI | Anisotropic Feature Extraction from Endoluminal Images for Detection of Intestinal Contractions. | Panagiota Spyridonos, Fernando Vilario, Jordi Vitri, Fernando Azpiroz, Petia Radeva |
| 2005 | ACIVS | Identification of Intestinal Motility Events of Capsule Endoscopy Video Analysis. | Panagiota Spyridonos, Fernando Vilario, Jordi Vitri, Petia Radeva |
| 2003 | ICIP | Anisotropic contour completion. | Debora Gil, Petia Radeva, Fernando Vilario |