Sujitha Martin

Publication Activity (10 Years)

Years Active: 2012-2022
Publications (10 Years): 23

Top Topics

Driver Assistance

Situation Awareness

Data Driven Approaches

Gaze Estimation

Top Venues

Intelligent Vehicles Symposium

Publications

Wenzhen Zhu, Negin Sokhandan, Guang Yang, Sujitha Martin, Suchitra Sathyanarayana
DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts. AAAI (2022)
Wenzhen Zhu, Negin Sokhandan, Guang Yang, Sujitha Martin, Suchitra Sathyanarayana
DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts. CoRR (2022)
Haibei Zhu, Teruhisa Misu, Sujitha Martin, Xingwei Wu, Kumar Akash
Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism. IROS (2021)
Haibei Zhu, Teruhisa Misu, Sujitha Martin, Xingwei Wu, Kumar Akash
Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism. CoRR (2021)
Chen Tang, Nishan Srishankar, Sujitha Martin, Masayoshi Tomizuka
Grounded Relational Inference: Domain Knowledge Driven Explainable Autonomous Driving. CoRR (2021)
Zehua Zhang, Ashish Tawari, Sujitha Martin, David J. Crandall
Interaction Graphs for Object Importance Estimation in On-road Driving Videos. CoRR (2020)
Zehua Zhang, Ashish Tawari, Sujitha Martin, David J. Crandall
Interaction Graphs for Object Importance Estimation in On-road Driving Videos. ICRA (2020)
Hyungil Kim, Sujitha Martin, Ashish Tawari, Teruhisa Misu, Joseph L. Gabbard
Toward Real-Time Estimation of Driver Situation Awareness: An Eye-tracking Approach based on Moving Objects of Interest. IV (2020)
Alireza Rahimpour, Sujitha Martin, Ashish Tawari, Hairong Qi
Context Aware Road-user Importance Estimation (iCARE). CoRR (2019)
Alireza Rahimpour, Sujitha Martin, Ashish Tawari, Hairong Qi
Context Aware Road-user Importance Estimation (iCARE). IV (2019)
Mingfei Gao, Ashish Tawari, Sujitha Martin
Goal-oriented Object Importance Estimation in On-road Driving Videos. CoRR (2019)
Mingfei Gao, Ashish Tawari, Sujitha Martin
Goal-oriented Object Importance Estimation in On-road Driving Videos. ICRA (2019)
Sujitha Martin, Ashish Tawari
Object of Fixation Estimation by Joint Analysis of Gaze and Object Dynamics. Intelligent Vehicles Symposium (2018)
Sujitha Martin, Sourabh Vora, Kevan Yuen, Mohan M. Trivedi
Dynamics of Driver's Gaze: Explorations in Behavior Modeling & Maneuver Prediction. CoRR (2018)
Ashish Tawari, Praneeta Mallela, Sujitha Martin
Learning to Attend to Salient Targets in Driving Videos Using Fully Convolutional RNN. ITSC (2018)
Sujitha Martin, Sourabh Vora, Kevan Yuen, Mohan Manubhai Trivedi
Dynamics of Driver's Gaze: Explorations in Behavior Modeling and Maneuver Prediction. IEEE Trans. Intell. Veh. 3 (2) (2018)
Sujitha Martin, Mohan M. Trivedi
Gaze fixations and dynamics for behavior modeling and prediction of on-road driving maneuvers. Intelligent Vehicles Symposium (2017)
Borhan Vasli, Sujitha Martin, Mohan Manubhai Trivedi
On driver gaze estimation: Explorations and fusion of geometric and data driven approaches. ITSC (2016)
Sujitha Martin, Kevan Yuen, Mohan M. Trivedi
Vision for Intelligent Vehicles & Applications (VIVA): Face detection and head pose challenge. Intelligent Vehicles Symposium (2016)
Kevan Yuen, Sujitha Martin, Mohan M. Trivedi
Looking at faces in a vehicle: A deep CNN based approach and evaluation. ITSC (2016)
Kevan Yuen, Sujitha Martin, Mohan M. Trivedi
On looking at faces in an automobile: Issues, algorithms and evaluation on naturalistic driving dataset. ICPR (2016)
Sujitha Martin, Akshay Rangesh, Eshed Ohn-Bar, Mohan M. Trivedi
Preparatory coordination of head, eyes and hands: Experimental study at intersections. ICPR (2016)
Sujitha Martin, Akshay Rangesh, Eshed Ohn-Bar, Mohan M. Trivedi
The rhythms of head, eyes and hands at intersections. Intelligent Vehicles Symposium (2016)
Sujitha Martin, Eshed Ohn-Bar, Mohan M. Trivedi
Automatic Critical Event Extraction and Semantic Interpretation by Looking-Inside. ITSC (2015)
Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, Mohan M. Trivedi
On surveillance for safety critical events: In-vehicle video networks for predictive driver assistance systems. Comput. Vis. Image Underst. 134 (2015)
Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, Mohan M. Trivedi
Predicting driver maneuvers by learning holistic features. Intelligent Vehicles Symposium (2014)
Eshed Ohn-Bar, Sujitha Martin, Ashish Tawari, Mohan M. Trivedi
Head, Eye, and Hand Patterns for Driver Activity Recognition. ICPR (2014)
Sujitha Martin, Eshed Ohn-Bar, Ashish Tawari, Mohan M. Trivedi
Understanding head and hand activities and coordination in naturalistic driving videos. Intelligent Vehicles Symposium (2014)
Ashish Tawari, Sujitha Martin, Mohan Manubhai Trivedi
Continuous Head Movement Estimator for Driver Assistance: Issues, Algorithms, and On-Road Evaluations. IEEE Trans. Intell. Transp. Syst. 15 (2) (2014)
Sujitha Martin, Ashish Tawari, Mohan M. Trivedi
Toward Privacy-Protecting Safety Systems for Naturalistic Driving Videos. IEEE Trans. Intell. Transp. Syst. 15 (4) (2014)
Sujitha Martin, Ashish Tawari, Mohan M. Trivedi
Balancing Privacy and Safety: Protecting Driver Identity in Naturalistic Driving Video Data. AutomotiveUI (2014)
Ashish Tawari, Andreas Møgelmose, Sujitha Martin, Thomas B. Moeslund, Mohan M. Trivedi
Attention estimation by simultaneous analysis of viewer and view. ITSC (2014)
Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, Mohan M. Trivedi
Vision on Wheels: Looking at Driver, Vehicle, and Surround for On-Road Maneuver Analysis. CVPR Workshops (2014)
Minh Van Ly, Sujitha Martin, Mohan M. Trivedi
Driver classification and driving style recognition using inertial sensors. Intelligent Vehicles Symposium (2013)
Eshed Ohn-Bar, Sujitha Martin, Mohan Manubhai Trivedi
Driver hand activity analysis in naturalistic driving studies: challenges, algorithms, and experimental studies. J. Electronic Imaging 22 (4) (2013)
Sujitha Martin, Ashish Tawari, Mohan M. Trivedi
Monitoring head dynamics for driver assistance systems: A multi-perspective approach. ITSC (2013)
Ravi Kumar Satzoda, Sujitha Martin, Minh Van Ly, Pujitha Gunaratne, Mohan M. Trivedi
Towards automated drive analysis: A multimodal synergistic approach. ITSC (2013)
Sujitha Martin, Cuong Tran, Mohan M. Trivedi
Optical flow based Head Movement and Gesture Analyzer (OHMeGA). ICPR (2012)
Sujitha Martin, Ashish Tawari, Erik Murphy-Chutorian, Shinko Y. Cheng, Mohan M. Trivedi
On the design and evaluation of robust head pose for visual user interfaces: algorithms, databases, and comparisons. AutomotiveUI (2012)
Sujitha Martin, Cuong Tran, Ashish Tawari, Jade Kwan, Mohan M. Trivedi
Optical flow based head movement and gesture analysis in automotive environment. ITSC (2012)