Sujitha Martin

According to our database, Sujitha Martin authored at least 35 papers between 2012 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Grounded Relational Inference: Domain Knowledge Driven Explainable Autonomous Driving.

Chen Tang, Nishan Srishankar, Sujitha Martin, Masayoshi Tomizuka

IEEE Trans. Intell. Transp. Syst., September, 2024

2022

DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts.

Wenzhen Zhu, Negin Sokhandan, Guang Yang, Sujitha Martin, Suchitra Sathyanarayana

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism.

Haibei Zhu, Teruhisa Misu, Sujitha Martin, Xingwei Wu, Kumar Akash

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2021

2020

Toward Real-Time Estimation of Driver Situation Awareness: An Eye-tracking Approach based on Moving Objects of Interest.

Hyungil Kim, Sujitha Martin, Ashish Tawari, Teruhisa Misu, Joseph L. Gabbard

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

Interaction Graphs for Object Importance Estimation in On-road Driving Videos.

Zehua Zhang, Ashish Tawari, Sujitha Martin, David J. Crandall

Proceedings of the 2020 IEEE International Conference on Robotics and Automation, 2020

2019

Context Aware Road-user Importance Estimation (iCARE).

Alireza Rahimpour, Sujitha Martin, Ashish Tawari, Hairong Qi

Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019

Goal-oriented Object Importance Estimation in On-road Driving Videos.

Mingfei Gao, Ashish Tawari, Sujitha Martin

Proceedings of the International Conference on Robotics and Automation, 2019

2018

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

Sujitha Martin, Sourabh Vora, Kevan Yuen, Mohan Manubhai Trivedi

IEEE Trans. Intell. Veh., 2018

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

Sujitha Martin, Sourabh Vora, Kevan Yuen, Mohan M. Trivedi

CoRR, 2018

Object of Fixation Estimation by Joint Analysis of Gaze and Object Dynamics.

Sujitha Martin, Ashish Tawari

Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018

Learning to Attend to Salient Targets in Driving Videos Using Fully Convolutional RNN.

Ashish Tawari, Praneeta Mallela, Sujitha Martin

Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

2017

Gaze fixations and dynamics for behavior modeling and prediction of on-road driving maneuvers.

Sujitha Martin, Mohan M. Trivedi

Proceedings of the IEEE Intelligent Vehicles Symposium, 2017

2016

Vision for Intelligent Vehicles & Applications (VIVA): Face detection and head pose challenge.

Sujitha Martin, Kevan Yuen, Mohan M. Trivedi

Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

The rhythms of head, eyes and hands at intersections.

Sujitha Martin, Akshay Rangesh, Eshed Ohn-Bar, Mohan M. Trivedi

Proceedings of the 2016 IEEE Intelligent Vehicles Symposium, 2016

Looking at faces in a vehicle: A deep CNN based approach and evaluation.

Kevan Yuen, Sujitha Martin, Mohan M. Trivedi

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

On driver gaze estimation: Explorations and fusion of geometric and data driven approaches.

Borhan Vasli, Sujitha Martin, Mohan Manubhai Trivedi

Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016

On looking at faces in an automobile: Issues, algorithms and evaluation on naturalistic driving dataset.

Kevan Yuen, Sujitha Martin, Mohan M. Trivedi

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Preparatory coordination of head, eyes and hands: Experimental study at intersections.

Sujitha Martin, Akshay Rangesh, Eshed Ohn-Bar, Mohan M. Trivedi

Proceedings of the 23rd International Conference on Pattern Recognition, 2016

2015

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

Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, Mohan M. Trivedi

Comput. Vis. Image Underst., 2015

Automatic Critical Event Extraction and Semantic Interpretation by Looking-Inside.

Sujitha Martin, Eshed Ohn-Bar, Mohan M. Trivedi

Proceedings of the IEEE 18th International Conference on Intelligent Transportation Systems, 2015

2014

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

Ashish Tawari, Sujitha Martin, Mohan Manubhai Trivedi

IEEE Trans. Intell. Transp. Syst., 2014

Toward Privacy-Protecting Safety Systems for Naturalistic Driving Videos.

Sujitha Martin, Ashish Tawari, Mohan M. Trivedi

IEEE Trans. Intell. Transp. Syst., 2014

Predicting driver maneuvers by learning holistic features.

Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, Mohan M. Trivedi

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Understanding head and hand activities and coordination in naturalistic driving videos.

Sujitha Martin, Eshed Ohn-Bar, Ashish Tawari, Mohan M. Trivedi

Proceedings of the 2014 IEEE Intelligent Vehicles Symposium Proceedings, 2014

Attention estimation by simultaneous analysis of viewer and view.

Ashish Tawari, Andreas Møgelmose, Sujitha Martin, Thomas B. Moeslund, Mohan M. Trivedi

Proceedings of the 17th International IEEE Conference on Intelligent Transportation Systems, 2014

Head, Eye, and Hand Patterns for Driver Activity Recognition.

Eshed Ohn-Bar, Sujitha Martin, Ashish Tawari, Mohan M. Trivedi

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Vision on Wheels: Looking at Driver, Vehicle, and Surround for On-Road Maneuver Analysis.

Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, Mohan M. Trivedi

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2014

Balancing Privacy and Safety: Protecting Driver Identity in Naturalistic Driving Video Data.

Sujitha Martin, Ashish Tawari, Mohan M. Trivedi

Proceedings of the 6th International Conference on Automotive User Interfaces and Interactive Vehicular Applications, Seattle, WA, USA, September 17, 2014

2013

Driver hand activity analysis in naturalistic driving studies: challenges, algorithms, and experimental studies.

Eshed Ohn-Bar, Sujitha Martin, Mohan Manubhai Trivedi

J. Electronic Imaging, 2013

Driver classification and driving style recognition using inertial sensors.

Minh Van Ly, Sujitha Martin, Mohan M. Trivedi

Proceedings of the 2013 IEEE Intelligent Vehicles Symposium (IV), 2013

Towards automated drive analysis: A multimodal synergistic approach.

Ravi Kumar Satzoda, Sujitha Martin, Minh Van Ly, Pujitha Gunaratne, Mohan M. Trivedi

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

Monitoring head dynamics for driver assistance systems: A multi-perspective approach.

Sujitha Martin, Ashish Tawari, Mohan M. Trivedi

Proceedings of the 16th International IEEE Conference on Intelligent Transportation Systems, 2013

2012

Optical flow based head movement and gesture analysis in automotive environment.

Sujitha Martin, Cuong Tran, Ashish Tawari, Jade Kwan, Mohan M. Trivedi

Proceedings of the 15th International IEEE Conference on Intelligent Transportation Systems, 2012

Optical flow based Head Movement and Gesture Analyzer (OHMeGA).

Sujitha Martin, Cuong Tran, Mohan M. Trivedi

Proceedings of the 21st International Conference on Pattern Recognition, 2012

On the design and evaluation of robust head pose for visual user interfaces: algorithms, databases, and comparisons.

Sujitha Martin, Ashish Tawari, Erik Murphy-Chutorian, Shinko Y. Cheng, Mohan M. Trivedi

Proceedings of the International Conference on Automotive User Interfaces and Interactive Vehicular Applications, 2012