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Sujitha Martin
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2020 – today
- 2024
- [j6]Chen Tang
, Nishan Srishankar, Sujitha Martin, Masayoshi Tomizuka
Grounded Relational Inference: Domain Knowledge Driven Explainable Autonomous Driving. IEEE Trans. Intell. Transp. Syst. 25(9): 10617-10635 (2024) - 2022
- [c28]Wenzhen Zhu, Negin Sokhandan, Guang Yang, Sujitha Martin, Suchitra Sathyanarayana:
DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts. AAAI 2022: 12643-12649 - [i7]Wenzhen Zhu, Negin Sokhandan, Guang Yang, Sujitha Martin, Suchitra Sathyanarayana:
DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts. CoRR abs/2202.01414 (2022) - 2021
- [c27]Haibei Zhu, Teruhisa Misu, Sujitha Martin, Xingwei Wu, Kumar Akash:
Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism. IROS 2021: 6210-6216 - [i6]Chen Tang, Nishan Srishankar, Sujitha Martin, Masayoshi Tomizuka:
Grounded Relational Inference: Domain Knowledge Driven Explainable Autonomous Driving. CoRR abs/2102.11905 (2021) - [i5]Haibei Zhu, Teruhisa Misu, Sujitha Martin, Xingwei Wu, Kumar Akash:
Improving Driver Situation Awareness Prediction using Human Visual Sensory and Memory Mechanism. CoRR abs/2111.00087 (2021) - 2020
- [c26]Zehua Zhang, Ashish Tawari, Sujitha Martin, David J. Crandall:
Interaction Graphs for Object Importance Estimation in On-road Driving Videos. ICRA 2020: 8920-8927 - [c25]Hyungil Kim
Toward Real-Time Estimation of Driver Situation Awareness: An Eye-tracking Approach based on Moving Objects of Interest. IV 2020: 1035-1041 - [i4]Zehua Zhang, Ashish Tawari, Sujitha Martin, David J. Crandall:
Interaction Graphs for Object Importance Estimation in On-road Driving Videos. CoRR abs/2003.06045 (2020)
2010 – 2019
- 2019
- [c24]Mingfei Gao, Ashish Tawari, Sujitha Martin:
Goal-oriented Object Importance Estimation in On-road Driving Videos. ICRA 2019: 5509-5515 - [c23]Alireza Rahimpour, Sujitha Martin, Ashish Tawari, Hairong Qi:
Context Aware Road-user Importance Estimation (iCARE). IV 2019: 2337-2343 - [i3]Mingfei Gao, Ashish Tawari, Sujitha Martin:
Goal-oriented Object Importance Estimation in On-road Driving Videos. CoRR abs/1905.02848 (2019) - [i2]Alireza Rahimpour, Sujitha Martin, Ashish Tawari, Hairong Qi:
Context Aware Road-user Importance Estimation (iCARE). CoRR abs/1909.05152 (2019) - 2018
- [j5]Sujitha Martin
Dynamics of Driver's Gaze: Explorations in Behavior Modeling and Maneuver Prediction. IEEE Trans. Intell. Veh. 3(2): 141-150 (2018) - [c22]Ashish Tawari, Praneeta Mallela, Sujitha Martin:
Learning to Attend to Salient Targets in Driving Videos Using Fully Convolutional RNN. ITSC 2018: 3225-3232 - [c21]Sujitha Martin, Ashish Tawari:
Object of Fixation Estimation by Joint Analysis of Gaze and Object Dynamics. Intelligent Vehicles Symposium 2018: 2042-2047 - [i1]Sujitha Martin, Sourabh Vora, Kevan Yuen, Mohan M. Trivedi:
Dynamics of Driver's Gaze: Explorations in Behavior Modeling & Maneuver Prediction. CoRR abs/1802.00066 (2018) - 2017
- [c20]Sujitha Martin, Mohan M. Trivedi:
Gaze fixations and dynamics for behavior modeling and prediction of on-road driving maneuvers. Intelligent Vehicles Symposium 2017: 1541-1545 - 2016
- [c19]Kevan Yuen, Sujitha Martin, Mohan M. Trivedi:
On looking at faces in an automobile: Issues, algorithms and evaluation on naturalistic driving dataset. ICPR 2016: 2777-2782 - [c18]Sujitha Martin, Akshay Rangesh, Eshed Ohn-Bar, Mohan M. Trivedi:
Preparatory coordination of head, eyes and hands: Experimental study at intersections. ICPR 2016: 2783-2788 - [c17]Kevan Yuen, Sujitha Martin, Mohan M. Trivedi:
Looking at faces in a vehicle: A deep CNN based approach and evaluation. ITSC 2016: 649-654 - [c16]Borhan Vasli, Sujitha Martin, Mohan Manubhai Trivedi:
On driver gaze estimation: Explorations and fusion of geometric and data driven approaches. ITSC 2016: 655-660 - [c15]Sujitha Martin, Kevan Yuen, Mohan M. Trivedi:
Vision for Intelligent Vehicles & Applications (VIVA): Face detection and head pose challenge. Intelligent Vehicles Symposium 2016: 1010-1014 - [c14]Sujitha Martin, Akshay Rangesh, Eshed Ohn-Bar, Mohan M. Trivedi:
The rhythms of head, eyes and hands at intersections. Intelligent Vehicles Symposium 2016: 1410-1415 - 2015
- [j4]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: 130-140 (2015) - [c13]Sujitha Martin, Eshed Ohn-Bar, Mohan M. Trivedi:
Automatic Critical Event Extraction and Semantic Interpretation by Looking-Inside. ITSC 2015: 2274-2279 - 2014
- [j3]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): 818-830 (2014) - [j2]Sujitha Martin, Ashish Tawari, Mohan M. Trivedi:
Toward Privacy-Protecting Safety Systems for Naturalistic Driving Videos. IEEE Trans. Intell. Transp. Syst. 15(4): 1811-1822 (2014) - [c12]Sujitha Martin, Ashish Tawari, Mohan M. Trivedi:
Balancing Privacy and Safety: Protecting Driver Identity in Naturalistic Driving Video Data. AutomotiveUI 2014: 17:1-17:7 - [c11]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: 185-190 - [c10]Eshed Ohn-Bar, Sujitha Martin, Ashish Tawari, Mohan M. Trivedi:
Head, Eye, and Hand Patterns for Driver Activity Recognition. ICPR 2014: 660-665 - [c9]Ashish Tawari, Andreas Møgelmose
Attention estimation by simultaneous analysis of viewer and view. ITSC 2014: 1381-1387 - [c8]Eshed Ohn-Bar, Ashish Tawari, Sujitha Martin, Mohan M. Trivedi:
Predicting driver maneuvers by learning holistic features. Intelligent Vehicles Symposium 2014: 719-724 - [c7]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: 884-889 - 2013
- [j1]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): 041119 (2013) - [c6]Ravi Kumar Satzoda, Sujitha Martin, Minh Van Ly, Pujitha Gunaratne, Mohan M. Trivedi:
Towards automated drive analysis: A multimodal synergistic approach. ITSC 2013: 1912-1916 - [c5]Sujitha Martin, Ashish Tawari, Mohan M. Trivedi:
Monitoring head dynamics for driver assistance systems: A multi-perspective approach. ITSC 2013: 2286-2291 - [c4]Minh Van Ly, Sujitha Martin, Mohan M. Trivedi:
Driver classification and driving style recognition using inertial sensors. Intelligent Vehicles Symposium 2013: 1040-1045 - 2012
- [c3]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: 149-154 - [c2]Sujitha Martin, Cuong Tran, Mohan M. Trivedi:
Optical flow based Head Movement and Gesture Analyzer (OHMeGA). ICPR 2012: 605-608 - [c1]Sujitha Martin, Cuong Tran, Ashish Tawari, Jade Kwan, Mohan M. Trivedi:
Optical flow based head movement and gesture analysis in automotive environment. ITSC 2012: 882-887
Coauthor Index
aka: Mohan Manubhai Trivedi
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