Sujitha Catherine Martin


Overview


2017

Dynamics of Driver's Gaze: Explorations in Behavior Modeling & Maneuver Prediction

Picture Sujitha Martin, Sourabh Vora, Kevan Yuen and Mohan M. Trivedi
Transactions on Intelligent Vehicles (in preparation), 2017.
[Paper]

Gaze Fixations and Dynamics for Behavior Modeling and Prediction of On-Road Driving Maneuvers

Picture Sujitha Martin and Mohan M. Trivedi
To appear in IEEE Intelligent Vehicles Symposium, 2017.
[Paper|Poster]

2016

Preparatory Coordination of Head, Eyes and Hands: Experimental Study at Intersections

Picture Sujitha Martin, Akshay Rangesh, Eshed Ohn-Bar and Mohan M. Trivedi
International Conference on Pattern Recognition, 2016.
[Paper|Poster]

Looking at Faces in a Vehicle: A Deep CNN Based Approach and Evaluation

Picture Kevna Yuen, Sujitha Martin and Mohan M. Trivedi
International Conference on Intelligent Transportation Systems, 2016.
[Paper|Oral]

On Driver Gaze Estimation: Explorations and Fusion of Geometric and Data Driven Approaches

Picture Borhan Vasli, Sujitha Martin and Mohan M. Trivedi
International Conference on Intelligent Transportation Systems, 2016.
[Paper|Oral]

Vision for Intelligent Vehicles and Applications (VIVA): Face Detection and Head Pose Challenge

Picture Sujitha Martin, Kevan Yuen and Mohan M. Trivedi
IEEE Intelligent Vehicles Symposium, 2016.
[Paper|Poster]

2015

On surveillance for safety critical events: In-vehicle video networks for predictive driver assistance systems

Picture Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin and Mohan M. Trivedi
Computer Vision and Image Understanding, 2015.
[Paper]

Automatic Critical Event Extraction and Semantic Interpretation by Looking-Inside

Picture Sujitha Martin, Eshed Ohn-Bar and Mohan M. Trivedi
IEEE Conference on Intelligent Transportation Systems, 2015.
[Paper|Oral]

2014

Towards Privacy Protecting Safety Systems for Naturalistic Driving Videos

Picture Sujitha Martin, Ashish Tawari and Mohan M. Trivedi
IEEE Transactions on Intelligent Transportation Systems, 2014.
[Paper]

Continuous Head Movement Estimator (CoHMET) for Driver Assistance: Issues, Algorithms and On-Road Evaluations

Picture Ashish Tawari, Sujitha Martin and Mohan M. Trivedi
IEEE Transactions on Intelligent Transportation Systems, 2014.
[Paper]

Attention Estimation by Simultaneous Analysis of Viewer and View

Picture Ashish Tawari, Andreas M√łgelmose, Sujitha Martin, Thomas Moeslund, and Mohan M. Trivedi
IEEE Intelligent Transportation Systems Conference, 2014.
[Paper|Oral]

Balancing privacy and safety: protecting driver identity in naturalistic driving video data

Picture Sujitha Martin, Ashish Tawari and Mohan M. Trivedi
IEEE Transactions on Intelligent Transportation Systems, 2014.
[Paper|Oral]

Understanding Head and Hand Activities and Coordination in Naturalistic Driving Videos

Picture Sujitha Martin, Eshed Ohn-Bar, Ashish Tawari, and Mohan M. Trivedi
IEEE Intelligent Vehicles Symposium, June 2014.
[Paper|Poster]

2013

Towards Automated Drive Analysis: A Multimodal Synergistic Approach

Picture Ravi Satzoda, Sujitha Martin, Minh Van Ly, Pujitha Gunaratne and Mohan M. Trivedi
IEEE Transactions on Intelligent Transportation Systems, 2013.
[Paper]

Continuous Head Movement Estimator (CoHMET) for Driver Assistance: Issues, Algorithms and On-Road Evaluations

Picture Minh Van Ly, Pujitha Gunaratne and Mohan M. Trivedi
IEEE Intelligent Vehicles Symposium, 2013.
[Paper]

2012

Optical flow based Head Movement and Gesture Analyzer (OHMeGA)

Picture Sujitha Martin, Cuong Tran and Mohan M. Trivedi
International Conference on Pattern Recognition, 2012.
[Paper|Poster]

On the Design and Evaluation of Robust Head Pose for Visual User Interfaces: Algorithms, Databases, and Comparisons

Picture Sujitha Martin, Ashish Tawari, Erik Murphy-Chutorian, Shinko Y. Cheng, Mohan Trivedi
International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2012.
[Paper|Oral]

Optical Flow Based Head Movement and Gesture Analysis in Automotive Environment

Picture Sujitha Martin, Cuong Tran, Ashish Tawari, Jade Kwan and Mohan M. Trivedi
IEEE Intelligent Transportation Systems Conference, 2012.
[Paper|Oral]