I am a tenure-track associate professor (professor contractat doctor interí) in the Department of Mathematics and Computer Science at the Universitat de les Illes Balears (UIB), Spain. Previously, I was a Ph.D. fellow (2011-2015) from the Conselleria d’Educació Cultura i Universitats of the Govern de les Illes Balears. I belong to the Tractament i Anàlisi Matemàtica d’Imatges (TAMI) research group and to the Institute of Applied Computing & Community Code (IAC3).
My research interests include variational methods, regularization strategies, optimization techniques and deep learning based algorithms for solving inverse problems in computer vision, digital image and video processing, and satellite imaging. In particular, I have been working on the restoration chain of images and videos (denoising, deblurring, demosaicking), on the estimation of the optical flow between an image pair, on the super-resolution of multi-image and multi-modal sequences, on the fusion of remote sensing data, and on the development of conditioned filtering and interpolation approaches. I have collaborated with the French spatial agency CNES by contributing to the image restoration chain of the Earth observation satellite Pléiades. Currently, I am also interested in the theoretical properties of deep convolutional neural networks and its application to computer vision.
From May to July 2016, I was a visiting postdoctoral researcher in the image processing group headed by Prof. Jean-Michel Morel in the Centre de Mathématiques et Leurs Applications (CMLA) at ENS Cachan Paris-Saclay, France. Previously, from May to July 2014, I was a visiting Ph.D. student in the computer vision group headed by Prof. Daniel Cremers at the Technische Universität München (TUM), Germany.
In February 2016, I completed my Ph.D. in Mathematics with a thesis on variational methods for ill-posed inverse problems in digital imaging under the mentorship of Prof. Antoni Buades, Prof. Bartomeu Coll and Prof. Catalina Sbert. Before that, I received a M.Sc. in Advanced Mathematics and Mathematical Engineering by the Universitat Politècnica de Catalunya (UPC) and a B.Sc. in Mathematics (five-years degree) by the Universitat de les Illes Balears.
|2018/09/27||Journal paper accepted at IEEE Geoscience and Remote Sensing Letters.|
|2018/07/25||I got a position as tenure-track associate professor (professor contractat doctor interí) in the Department of Mathematics and Computer Science at the Universitat de les Illes Balears starting September 10th, 2018.|
|2018/06/08||Invited oral session at SIAM-IS 2018, held in Bologna, Italy.|
|2018/05/04||Three conference papers accepted at ICIP 2018, to be held in Athens, Greece.|
|2017/07/14||Conference paper accepted at BMVC 2017, to be held in London, UK.|
|2017/07/09||I attended the International Computer Vision Summer School (ICVSS) 2017 held in Sicily, Italy.|
|2017/06/23||I got a non-permanent position as assistant professor (professor ajudant doctor) in the Department of Mathematics and Computer Science at the Universitat de les Illes Balears starting September 11th, 2017.|
|2017/02/27||I received a positive evaluation from AQUIB (University Quality Agency from the Balearic Islands) as associate professor (professor contractat doctor) for public universities.|
|2016/12/27||Journal paper accepted at ISPRS Journal of Photogrammetry and Remote Sensing.|
|2016/11/28||Conference paper accepted at VISAPP 2017 (oral session), to be held in Porto, Portugal.|
|2016/06/08||I recieved a positive evaluation from ANECA (Spanish National Agency for Quality Assessment and Accreditation) as assistant lecturer (professor ajudant doctor) for public universities.|
|2016/05/06||Conference paper accepted at ICIP 2016, to be held in Phoenix, US.|
|2016/05/01||I moved to Paris for three months as visiting postdoctoral researcher in the Centre de Mathématiques et Leurs Applications at ENS Cachan Paris-Saclay, under the supervision of Prof. Jean-Michel Morel.|
|2016/02/25||Journal paper accepted at Image Processing On Line.|
|2016/02/01||I defended my doctoral dissertation and got my Ph.D. in Mathematics, summa cum laude, at the Universitat de les Illes Balears.|
|2015/12/15||I submitted my Ph.D. thesis entitled Contributions to Regularized Ill-Posed Inverse Problems in Digital Imaging.|
|2015/11/17||Journal paper accepted at Image Processing On Line.|
|2015/11/06||Journal paper accepted at SIAM Journal on Imaging Sciences.|
|2015/08/14||Invited oral session at ICIAM 2015, held in Beijing, China.|
I attended the Summer School on Nonlinear PDE’s and Applications to Image Analysis. A scientific tribute to Vicent Caselles held in Barcelona, Spain.
|2015/06/30||I got a non-permanent position as teaching assistant (professor ajudant) in the Department of Mathematics and Computer Science at the Universitat de les Illes Balears starting September 13th, 2015.|
|2014/10/10||Journal paper accepted at AIMS Inverse Problems and Imaging.|
|2014/09/28||Conference paper accepted at EMMCVPR 2015 (oral session), to be held in Hong Kong.|
|2014/07/10||Journal paper accepted at IEEE Transactions on Image Processing.|
|2014/05/21||Conference paper accepted at ICIP 2014, to be held in Paris, France.|
|2014/05/01||I moved to Munich for three months as visiting PhD student in the Computer Vision Group at the Technische Universität München, under the supervision of Prof. Daniel Cremers.|
|2014/01/24||Journal paper accepted at SIAM Journal on Imaging Sciences.|
|2013/12/13||Journal paper accepted at Image Processing On Line.|
|2013/10/10||Journal paper accepted at Image Processing On Line.|
|2012/09/11||Invited oral session at ALGORITMY 2012, held in Podbanské, Slovakia.|
|2011/11/01||I started my Ph.D. at the Universitat de les Illes Balears supervised by Prof. Antoni Buades, Prof. Bartomeu Coll and Prof. Catalina Sbert.|
|2011/10/05||I got a Ph.D. fellow from the Conselleria d’Educació Cultura i Universitats of the Govern de les Illes Balears, selected under an operational program co-financed by the European Social Fund.|