This is framed in the eCall paneuropean system for automatic emergency calls from vehicles in case of accident. The occupant monitoring is in charge of detecting the number of passengers and wirelessly transmitting some images from a small and fish-eye onboard camera under the rear-view mirror. Then, it can also facilitates HOV lane monitoring and special charging depending on the vehicle occupants.

Real-time automated system for video surveillance in shopping malls. It is intended to support security agents duties for detecting suspicious human behaviours as: loitering, unattended cash desk, quick entries or exits. (Journal paper in reviewing process).

Camera monitoring of outdoor parkings is not only for security reasons. Multiple smart and automated services can be provided to society. This is thanks to the current state-of-the-art in computer vision and machine learning. Then, this project will apply innovative techniques for background subtraction, object detection and tracking, applying last advancements in research to a real parking monitoring system. (ongoing project).

Multiple view geometry allows to obtain 3D information from a set of overlapping images. Therefore, amazing 3D scenes can be reconstructed up to a scale from several high resolution images of a place, a building, an object, .... Among others, 3D reconstruction can be employed in the area of photogrammetry and topography, 3D modelling, building restoration, etc. This project brings the latest research advancements in 3D reconstruction to real company products and services. (ongoing project).

Wide angle cameras are placed on a vehicle chassis in order to obtain a surrounding view of the vehicle perimeter. Intended for large military vehicles to enhance perimeter security. A prototype in a small robotic platform was build to validate the approach based on visual features, image registering, undistortion removal and final stitching and blending to panorama creation.

I spent five months in 2013 as visitor researcher at Visual Inference Group, in the Technische Universität Darmstadt (Germany), under the supervision of Prof. Stefan Roth. I worked on object detection and orientation estimation from images of the KITTI Vision benchmark. It was supported with a 4-months grant from the Spanish Ministry of Education FPU program.

I spent five months between 2011 and 2012 as visitor researcher at Toyota Technological Institute at Chicago (USA), under the supervision of Prof. Raquel Urtasun. I worked on 3D scene understanding, learning and inference with Conditional Random Fields. It was supported with a 3-months grant from the University of Alcalá FPI program and 2-months funding from TTI-C.

In 2011, I was granted for 2.5 years by the Spanish Ministry of Education with 1 of the 950 National fellowships as PhD candidate in the Department of Electronics, UAH.

In 2010, I was granted for 4 years by the University of Alcalá with 1 of the 13 fellowships as PhD candidate in the Department of Electronics, UAH. Effective period: May 2010 - November 2011.