Sujitha Martin
Sujitha Catherine Martin


Postdoctoral Scholar
Computer Vision and Robotics Research Laboratory
Laboratory for Intelligent and Safe Automobiles

Department of Electrical and Computer Engineering
University of California, San Diego
La Jolla, CA 92093-0434
scmartin [at] ucsd [dot] edu
Phone: 858-822-0002
Resume |CV | Ph.D. Dissertation

Publications

 

 

Journal Articles

 

Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin and Mohan M. Trivedi, "On Surveillance for Safety Critical Events: In-Vehicle Video Networks for Predictive Driver Assistance Systems,” Computer Vision and Image Understanding, vol. 134, pp. 130-140, 2015. (pdf)

 

Sujitha Martin, Ashish Tawari and Mohan M. Trivedi, "Towards Privacy Protecting Safety Systems for Naturalistic Driving Videos,” IEEE Transactions on Intelligent Transportation Systems, 2014. (pdf)

 

Ashish Tawari, Sujitha Martin and Mohan M. Trivedi, "Continuous Head Movement Estimator (CoHMET) for Driver Assistance: Issues, Algorithms and On-Road Evaluations,” IEEE Transactions on Intelligent Transportation Systems, 2014. (pdf)

 

Eshed Ohn-Bar, Sujitha Martin and Mohan M. Trivedi, "Driver Hand Activity Analysis in Naturalistic Driving Studies: Issues, Algorithms and Experimental Studies,” Journal of Electronic Imaging: special section on Video Surveillance and Transportation Imaging Applications, Vol. 22, No. 4, 2013. (pdf)

 

 

Conference Articles

 

Sujitha Martin and Mohan M. Trivedi, "Behavior Modeling and Maneuver Prediction from Gaze Fixations and Transition Frequencies," IEEE Intelligent Vehicles Symposium (IV), June 2017.

 

Sujitha Martin, Akshay Rangesh and Mohan M. Trivedi, "Preparatory Coordination of Head, Eyes and Hands at Stop Controlled Intersections," 23rd International Conference on Pattern Recognition (ICPR), Dec. 2016. [Paper]

 

Kevan Yuen, Sujitha Martin and Mohan M. Trivedi, "On Looking at Faces in an Automobile: Issues, Algorithms and Evaluation on Naturalistic Driving Dataset ," 23rd International Conference on Pattern Recognition (ICPR), Dec. 2016. [Paper]

 

Borhan Vasli, Sujitha Martin and Mohan M. Trivedi, "On Driver Gaze Estimation: Explorations and Fusion of Geometric and Data Driven Approaches," IEEE Conference on Intelligent Transportation Systmes (ITSC), (accepted) Nov. 2016. [Paper]

 

Kevan Yuen, Sujitha Martin and Mohan M. Trivedi, "Looking at Faces in a Vehicle: A Deep CNN Based Approach and Evaluation," IEEE Conference on Intelligent Transportation Systmes (ITSC), (accepted) Nov. 2016. [Paper]

 

Sujitha Martin and Mohan M. Trivedi, "Machine Vision Based Vehicular Cabin Activity Analysis," IEEE Conference Computer Vision and Pattern Recognition - Workshop on Women in Computer Vision, 2016. [Abstract]

 

Sujitha Martin, Kevan Yuen, and Mohan M. Trivedi, "Vision for Intelligent Vehicles and Applications (VIVA): Face Detection and Head Pose Challenge," IEEE Intelligent Vehicles Symposium, 2016. [Paper|Poster]

 

Sujitha Martin, Akshay Rangesh, Eshed Ohn-Bar, and Mohan M. Trivedi, "The Rythms of Head, Eyes, and Hands at Intersections," IEEE Intelligent Vehicles Symposium, 2016. [Paper|Poster]

 

Sujitha Martin, Eshed Ohn-Bar and Mohan M. Trivedi, "Automatic Critical Event Extraction and Semantic Interpretation by Looking-Inside,” IEEE Conference on Intelligent Transportation Systems, September, 2015. [Paper|Oral]

 

Sujitha Martin, Eshed Ohn-Bar, Andreas Moegelmose, Kevan Yuen and Mohan M. Trivedi, "Vision Challenges in Naturalistic Driving Videos,” Computer Vision and Pattern Recognition Workshop on The Future of Datasets in Vision, 2015. [Abstract|Poster]

 

Sujitha Martin and Mohan M. Trivedi, "Vision for Intelligent Vehicles & Applications Face-Off Challenge: Dataset Creation and Balancing Privacy,” Computer Vision and Pattern Recognition Workshop on Women in Computer Vision, 2015. [Abstract|Poster]

 

Ravi Kumar Satzoda, Sujitha Martin, Eshed Ohn-Bar, Pujitha Gunaratne and Mohan M. Trivedi, "Automated Drive Analysis of Naturalistic Driving Studies with Looking-Out Videos,” Fourth International Symposium on Naturalistic Driving Studies, 2014 (Podium Presentation). [Abstract]

 

Ashish Tawari, Andreas Mψgelmose, Sujitha Martin, Thomas Moeslund, and Mohan M. Trivedi, "Attention Estimation by Simultaneous Analysis of Viewer and View,” IEEE Intelligent Transportation Systems Conference, (ITSC2014), Oct. 2014. [Paper|Oral]

 

Sujitha Martin, Ashish Tawari and Mohan Trivedi, "Balancing privacy and safety: protecting driver identity in naturalistic driving video data,” ACM SIGCHI International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AUTO-UI), September 2014. [Paper|Oral]

 

Eshed Ohn-Bar, Sujitha Martin, Ashish Tawari, and Mohan M. Trivedi, "Head, Eye, and Hand Patterns for Driver Activity Recognition,” International Conference on Pattern Recognition (ICPR2014), August 2014. [Paper|Oral]

 

Sujitha Martin, Ashish Tawari and Mohan M. Trivedi, "Privacy Protection for Large Scale Naturalistic Driving Videos,” Computer Vision and Pattern Recognition Workshop on Big Vision, 2014. [Abstract|Poster]

 

Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, and Mohan M. Trivedi, "Vision on Wheels: Looking at Driver, Vehicle, and Surround for On-Road Maneuver Analysis,” IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2014. [Paper]

 

Sujitha Martin, Eshed Ohn-Bar, Ashish Tawari, and Mohan M. Trivedi, "Understanding Head and Hand Activities and Coordination in Naturalistic Driving Videos,” IEEE Intelligent Vehicles Symposium, June 2014. [Paper|Poster]

 

Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, and Mohan M. Trivedi, "Predicting Driver Maneuvers by Learning Holistic Features,” IEEE Intelligent Vehicles Symposium, June 2014. [Paper]

 

Sujitha Martin, Ashish Tawari and Mohan M. Trivedi, "Monitoring Head Dynamics for Driver Assistance: A Multiple Perspective Approach," 16th IEEE Intelligent Transportation Systems Conference, (ITSC2013), Oct. 2013. [Paper|Oral]

 

Ravi Kumar Satzoda, Sujitha Martin, Minh Van Ly, Pujitha Gunaratne and Mohan M. Trivedi, "Towards Automated Drive Analysis: A Multimodal Synergistic Approach," 16th IEEE Intelligent Transportation Systems Conference, (ITSC2013), Oct. 2013. [Paper]

 

Minh Van Ly, Sujitha Martin and Mohan M. Trivedi, “Driver Classification and Driver Style Recognition Using Inertial Sensors,” IEEE Intelligent Vehicles Symposium, June 2013. [Paper]

 

Sujitha Martin, Cuong Tran, Mohan M. Trivedi, "Optical flow based Head Movement and Gesture Analyzer (OHMeGA)," 21st International Conference on Pattern Recognition (ICPR2012), November, 2012. [Paper|Poster]

 

Sujitha Martin, Ashish Tawari, Erik Murphy-Chutorian, Shinko Y. Cheng, Mohan Trivedi, "On the Design and Evaluation of Robust Head Pose for Visual User Interfaces: Algorithms, Databases, and Comparisons," 4th ACM SIGCHI International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AUTO-UI), October, 2012. [Paper|Oral]

 

Sujitha Martin, Cuong Tran, Ashish Tawari, Jade Kwan, and Mohan M. Trivedi, "Optical Flow Based Head Movement and Gesture Analysis in Automotive Environment," 15th IEEE Intelligent Transportation Systems Conference, (ITSC2012), September, 2012. [Paper|Oral]

 

 

 

Last Updated July, 2016

(C) 2007 University of California, San Diego. All Rights Reserved.