Dr. David Geronimo

Advanced Driver Assistance Systems Group
Computer Vision Center

phone:+34 93 581 38 06
fax: +34 93 581 16 70
email:
snail:Centre de Visió per Computador
Campus UAB
Edifici O
08193 - Bellaterra (Barcelona)
Spain




CV (download curriculum)

Education
PhD in Computer Vision. Computer Vision Center. Advisor: Dr Antonio López.2006-2010
MSc in Computer Vision. Computer Vision Center. Advisor: Dr Antonio López.2004-2006
BSc in Computer Science. Universitat Autňnoma de Barcelona.1999-2004

Stays
University of Surrey. PhD Student Internship, May-October 2007. Advisor: Dr Krystian Mikolajczyk.2007
Publications
D. Gerónimo, A.D. Sappa, D. Ponsa and A.M. López. 2D-3D-based on-board pedestrian detection system. In Computer Vision and Image Understanding (in press), 2010.
D. Gerónimo, A.M. López, A.D. Sappa and T. Graf. Survey of Pedestrian Detection for Advanced Driver Assistance Systems. In IEEE Transactions on Pattern Analysis and Machine Intelligence (in press), 2009.
D. Gerónimo, A.D. Sappa, J. Álvarez and A.M. López. Searching space reduction for on-board pedestrian detection. In Current Challenges in Computer Vision. Proc. of the Third CVC Internal Workshop, pp.7-12. 2008.
A.D. Sappa, F. Dornaika, D. Gerónimo and A.M. López. Registration-based moving object detection from moving camera. International Conference on Intelligent Robots and Systems, 2nd Workshop on Planning, Perception and Navigation for Intelligent Vehicles, pp.65-69. Nice, France, 2008.
A.D. Sappa, F. Dornaika, D. Ponsa, D. Gerónimo and A.M. López. An Efficient Approach to Onboard Stereo Vision System Pose Estimation. IEEE Transactions on Intelligent Transportation Systems, Vol.9, Num. 3, pp. 476-490. September 2008.
D. Gerónimo, A.M. López and A.D. Sappa. Computer Vision Approaches for Pedestrian Detection: Visible Spectrum Survey. Proceedings of the 3rd Iberian Conference on Pattern Recognition and Image Analysis, Part 1, LNCS 4477, pp. 547-554. Girona, Spain, June 2007.
D. Gerónimo, A.M. López, D. Ponsa and A.D. Sappa. Haar Wavelets and Edge Orientation Histograms for On-Board Pedestrian Detection. Proceedings of the 3rd Iberian Conference on Pattern Recognition and Image Analysis, Part 1, LNCS 4477, pp. 418-425. Girona, Spain, June 2007.
D. Gerónimo, A.D. Sappa, A.M. López and D. Ponsa. Adaptive Image Sampling and Windows Classification for On-Board Pedestrian Detection. Proceedings of the International Conference on Computer Vision Systems. Bielefeld, Germany, March, 2007.
A.D. Sappa, F. Dornaika, D. Gerónimo and A.M. López . Efficient On-Board Stereo Vision Pose Estimation. In EUROCAST2007, Workshop on Cybercars and Intelligent Vehicles, LNCS 4739, pp. 1183-1190. Las Palmas de Gran Canaria, Spain, February 2007.
A.D. Sappa, R. Herrero, F. Dornaika, D. Gerónimo and A.M. López . Road approximation in euclidean and v-disparity space: A comparative study. In EUROCAST2007, Workshop on Cybercars and Intelligent Vehicles, LNCS 4739, pp. 1105-1112. Las Palmas de Gran Canaria, Spain, February 2007.
A.D. Sappa, D. Gerónimo, F. Dornaika, A.M. López. Stereo Vision Camera Pose Estimation for On-Board Applications. Chapter 3, pp. 39-50., in "Scene Reconstruction, Pose Estimation and Tracking", Ed. Rustam Stolking, 2007, ISBN-978-3-902613-06-6.
D. Gerónimo, A.M. López, A.D. Sappa and D. Ponsa. Model Features and Horizon Line Estimation for Pedestrian Detection in Advanced Driver Assistance Systems. Proceedings of the 1st CVC Internal Workshop, pp. 99-104. Computer Vision Center, October 6, 2006.
A.D. Sappa, D. Gerónimo, F. Dornaika and A.M. López. Real time vehicle pose using on-board stereo-vision System. International Conference on Image Analysis and Recognition, LNCS 4142, pp. 205-216. Póvoa de Varzim, Portugal, September 18-20, 2006.
D. Gerónimo, A.D. Sappa, A.M. López and D. Ponsa. Pedestrian detection using AdaBoost learning of features and vehicle pitch estimation. In Proceedings of the IASTED International Conference on Visualization, Imaging and Image Processing, pp. 400-405. Palma de Mallorca, Spain, August 28-30, 2006.
A.D. Sappa, D. Gerónimo, F. Dornaika and A.M. López. On-board camera extrinsic parameter estimation. IEE Electronics Letters, 42(13), pp. 745—747. 2006.

WARNING: The information published herein is for the personal use of the reader. Copyright and all rights therein are retained by authors or by other copyright holders. Making copies of the information in full or any portion for purposes other than own use is a violation of copyright law.
Slides and Posters
Oral Presentation. Model Features and Horizon Line Estimation for Pedestrian Detection in Advanced Driver Assistance Systems. Master Thesis. (soon available online)
Software
Object Annotation Tool. This is the tool I've used to annotate all the datasets created for my thesis. It is writen in Matlab and will be optimized . As you'll see the code is still beta so I'll soon try to fix the bugs and add additional functionalities such as depth providing depth images support.

Download source and GUI (v1.6)
Links
Research Groups
 Centre for Vision, Speech and Signal Processing (Surrey Univ., UK)
 VisLab (Universitŕ di Parma, IT)
 Centre de Robotique (Ecole des Mines de Paris, FR)
 FLAB (Chubu University, JP)
 Visual Geometry Group (Oxford, UK)

Researchers
 Dr Krystian Mikolajczyk
 Dr Dariu M. Gavrila
 Prof Amnon Shashua
 Dr Massimo Bertozzi
 Dr Jiri Matas
 Dr Cordelia schmid
 Dr Antonio Torralba

Other
 DARPA Grand Challenge
eXTReMe Tracker