I’m with the Computer Vision Center and the Computer Science department of UAB, where I teach a course on software engineering, and formely also on image processing. However my research is on computer vision, in the past with graphical models, these days with deep learning. I’ve worked on several problems in medical image analysis, classification, feature matching, video and tracking. Also, I’ve developed some vision projects for the industry. Presently I’m interested on diverse neural networks architectures, domain adaptation and semantic segmentation with deep learning. I belong to the autonomous driving group at CVC.

Software Design

Undergraduated course at at UAB. Covers two key aspects of software design: object orientation plus design patterns, and the graphical user interface. The adopted approach is project-based: the students design and implement a time tracker application for Android.

Computer Vision Master

Here I’m lecturing

• Probabilistic graphical models, in M2: Optimization and inference
• Tensorflow, a single lecture in M5: Visual Recognition

Método y sistema para la clasificación automática de cálculos renales

(Method and system for the automatic classification of kidney stones) Fran Blanco, Felipe Lumbreras, Joan Serrat, Montserrat Lopez, Manuel Valiente. Application number P201430927, June 2014.

System and method for the nighttime vehicle detection

(Verfahren und Vorrichtung zum Detektieren von Fahrzeugen bei Dunkelheit). Antonio M. López, Andreas Busse, Jörg Hilgenstock, Ramón Baldrich, Felipe Lumbreras, Joan Serrat. Publication number: DE 102008048309.5. Priority date: 2008-09-22. Applicant: Volkswagen A.G.

Headlight evaluation process

Authors: Jordi Carrasco, Francesc Dorca, Magnolia Paredes, Jose Manuel Alvarez, Antonio Lopez, Felipe Lumbreras, Joan Serrat. Publication number: EP 1970690 (A2)(A3), ES 2319033 (A1). Priority date: 2007-03-15. Applicant: Seat, S.A.

System and method for lane markings recognition for automobiles

(Vorrichtung und Verfahren zur Erkennung einer Fahrbahnmarkierung für Kraftfahrzeug). Thorsten Graf, Antonio López, Joan Serrat, Felipe Lumbreras. Publication number: DE 102006007550 A1. Priority date: 2006-11-09. Applicant: Volkswagen A.G.

• joans@cvc.uab.es
• +34 935811828
• TODO
• Computer Vision Center, Edifici O, 08193 Bellaterra (Barcelona), Spain