Please reference the associated publications if you use a dataset.



LISA Vehicle Detection Dataset

Sayanan Sivaraman and Mohan M. Trivedi, "A General Active Learning Framework for On-road Vehicle Recognition and Tracking," IEEE Transactions on Intelligent Transportation Systems, 2010. (pdf)



CVRR-HANDS 3D Dataset

Eshed Ohn-Bar and Mohan M. Trivedi, "Hand Gesture Recognition in Real-Time for Automotive Interfaces: A Multimodal Vision-based Approach and Evaluations," IEEE Transactions on Intelligent Transportation Systems, 2014. (pdf)



LISA Traffic Sign Dataset

Andreas Møgelmose, Mohan M. Trivedi, and Thomas B. Moeslund, "Vision based Traffic Sign Detection and Analysis for Intelligent Driver Assistance Systems: Perspectives and Survey," IEEE Transactions on Intelligent Transportation Systems, 2012.



LISA Traffic Light Dataset

Morten Bornø Jensen, Mark Philip Philipsen, Andreas Møgelmose, Thomas B. Moeslund, and Mohan M. Trivedi, “Vision for Looking at Traffic Lights: Issues, Survey, and Perspectives,” IEEE Transactions on Intelligent Transportation Systems, 2015.

Mark Philip Philipsen, Morten Bornø Jensen, Andreas Møgelmose, Thomas B. Moeslund, and Mohan M. Trivedi, “Learning Based Traffic Light Detection: Evaluation on Challenging Dataset,” 18th IEEE Intelligent Transportation Systems Conference, 2015.



Trajectory Clustering and Analysis Datasets

Brendan T. Morris and Mohan M. Trivedi, "Learning Trajectory Patterns by Clustering: Experimental Studies and Comparative Evaluation," Proc. IEEE Inter. Conf. on Computer Vision and Pattern Recog., 2009.

Brendan T. Morris and Mohan M. Trivedi, "Trajectory Learning for Activity Understanding: Unsupervised, Multilevel, and Long-Term Adaptive Approach," IEEE Trans. Pattern Anal. Mach. Intell., vol. 33, no. 11, pp. 2287-2301, Nov. 2011.


Notice for using the LISA datasets:
UC Copyright Notice These datasets are Copyright © 2014 The Regents of the University of California. All Rights Reserved. Permission to copy, modify, and distribute these datasets and its documentation for educational, research and non-profit purposes, without fee, and without a written agreement is hereby granted, provided that the above copyright notice, this paragraph and the following three paragraphs appear in all copies. Permission to make commercial use of these datasets may be obtained by contacting: Technology Transfer Office 9500 Gilman Drive, Mail Code 0910 University of California La Jolla, CA 92093-0910 (858) 534-5815 invent@ucsd.edu This datasets and documentation are copyrighted by The Regents of the University of California. The datasets and documentation are supplied "as is", without any accompanying services from The Regents. The Regents does not warrant that the operation of the program will be uninterrupted or error-free. The end-user understands that the program was developed for research purposes and is advised not to rely exclusively on the program for any reason. IN NO EVENT SHALL THE UNIVERSITY OF CALIFORNIA BE LIABLE TO ANY PARTY FOR DIRECT, INDIRECT, SPECIAL, INCIDENTAL, OR CONSEQUENTIAL DAMAGES, INCLUDING LOST PROFITS, ARISING OUT OF THE USE OF THESE DATASETS AND ITS DOCUMENTATION, EVEN IF THE UNIVERSITY OF CALIFORNIA HAS BEEN ADVISED OF THE POSSIBILITY OF SUCH DAMAGE. THE UNIVERSITY OF CALIFORNIA SPECIFICALLY DISCLAIMS ANY WARRANTIES, INCLUDING, BUT NOT LIMITED TO, THE IMPLIED WARRANTIES OF MERCHANTABILITY AND FITNESS FOR A PARTICULAR PURPOSE. THE DATASETS PROVIDED HEREUNDER IS ON AN "AS IS" BASIS, AND THE UNIVERSITY OF CALIFORNIA HAS NO OBLIGATIONS TO PROVIDE MAINTENANCE, SUPPORT, UPDATES, ENHANCEMENTS, OR MODIFICATIONS.

 

For further information, please contact:
Professor Mohan Trivedi
Director - Laboratory of Intelligent and Safe Automobiles and Computer Vision Robotics Research Laboratory
Intelligent Transportation and Telematics Layer Leader

Calit2 UCSD

E-mail: mtrived@ucsd.edu