We have worked in facial attributes estimation: gender, age and expressions. Our aim has been getting simple and fast algorithms in order to have practical systems.
We work in facial alignment with Deep Learning: landmarks and 3D pose. We have worked in tracking with direct methods. We have developed "Jacobian Factorisation" algoritms for 3D and 2D tracking. Lately we have revisited the "Inverse Compositional Approach" and we have explained when and why it would work.
As any other Computer Vision research group we work with Machine Learning to solve classification problems. Lately we have been working in Multiclass Boosting techniques in order to fill some missing tools in this area.
Segmentation of brain structures. We have worked in brain structures segmentation (synapse, mythocondria, etc.). We have developed a number of technicques ranging from curve evolution (Morphological Snakes) to Multi-class Boosting.
We work (or have worked) for some Spanish companies in subjects like: face attributes estimation (gender and age), OCR over official id documents, planar objects localisation with highly repetitive structures (buildings), object tracking, etc.
Localization of Planar Objects in Images Bearing Repetitive Patterns.
Procedimiento automático para establecer el sexo al que pertenecen los rostros que aparecen en imágenes.Work funded by Agencia Estatal de Investigación, under project number PID2022-137581OB-I00.
Sep. 2023 - Sep. 2026
Work funded by The Graffer S.L.
2013 - ongoing
Work funded by Ministerio de Economía y Competitividad, under project number TIN2016-75982-C2-2-R.
Jan 2017 - Dec 2020 (Extended until june 2021) In collaboration with: DEPECA-UAH
Work funded by Ministerio de Economía y Competitividad, under project number TIN2013-47630-C2-2-R.
Jan 2014 - Dec 2016 (extended until Jun 2017) In collaboration with: DEPECA-UAH
Work funded by Tagsonomy S.L. at URJC.
2014-2015
Work funded by MEC, Consolider Ingenio Program, CSD2007-00018.
Oct 2007 - Oct 2012
Work funded by CAB Magazine Online S.L.
2012
Work funded by EU FP7-ICT-2011-FET-F.
Dec 2005 - Dec 2008
Work funded by Ministerio de Ciencia e Innovación, under project number TIN2010-19654
Jan 2011 - Dec 2011
Work funded by "Centro para el Desarrollo Tecnológico e Industrial", Telefónica I+D
Dec 2005 - Dec 2008
Work funded by MEC under project number TIN2008-06815-C02-02
Dec 2008 - Dec 2010
Work funded by MEC under project number TRA2005-08529-C02
Dec 2005 - Dec 2008
In collaboration with: DEPECA-UAH
Work funded by MCYT under project number TIC2002-00591
Jan 2002 - Dec 2005
Work funded by UK Royal Society
Set 2002 - Aug 2004
In collaboration with: VISION GROUP-DCS-QMUL
Work funded by MCYT under project number TIC99-1021
Jan 2000 - Dec 2002