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Journal Articles
- 2023
[j3]Sumit Jha
, Carlos Busso:
Estimation of Driver's Gaze Region From Head Position and Orientation Using Probabilistic Confidence Regions. IEEE Trans. Intell. Veh. 8(1): 59-72 (2023)- 2022
- [j2]Tiancheng Hu, Sumit Jha, Carlos Busso:
Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions. IEEE Trans. Intell. Transp. Syst. 23(7): 8063-8076 (2022) - [j1]Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed Hany Mahmoud, Naofal Al-Dhahir, Carlos Busso:
The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention. IEEE Trans. Intell. Transp. Syst. 23(8): 10736-10752 (2022)
Conference and Workshop Papers
- 2024
- [c10]Arshita Gupta, Tien Bau, Joonsoo Kim, Zhe Zhu, Sumit Jha, Hrishikesh Garud:
Torque based Structured Pruning for Deep Neural Network. WACV 2024: 2699-2708 - 2023
- [c9]Isaac Brooks, Susmitha Gogineni, Sumit Jha, Soumitry Jagadev Ray, Rajesh Narasimha, Naofal Al-Dhahir, Carlos Busso:
MSP-DISK: Naturalistic and Diverse In-Vehicle Database for Joint Pose and Seat Belt Detection. ITSC 2023: 2658-2664 - [c8]Sumit Jha, Isaac Brooks, Soumitry J. Ray, Rajesh Narasimha, Naofal Al-Dhahir, Carlos Busso:
Seatbelt Segmentation Using Synthetic Images. IV 2023: 1-6 - 2020
- [c7]Tiancheng Hu, Sumit Jha, Carlos Busso:
Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data. IV 2020: 1176-1182 - 2019
- [c6]Sumit Jha, Carlos Busso:
Estimation of Gaze Region Using Two Dimensional Probabilistic Maps Constructed Using Convolutional Neural Networks. ICASSP 2019: 3792-3796 - 2018
- [c5]Sumit Jha, Carlos Busso:
FI-CAP: Robust Framework to Benchmark Head Pose Estimation in Challenging Environments. ICME 2018: 1-6 - [c4]Sumit Jha, Carlos Busso:
Probabilistic Estimation of the Gaze Region of the Driver using Dense Classification. ITSC 2018: 697-702 - 2017
- [c3]Sumit Jha, Carlos Busso:
Probabilistic estimation of the driver's gaze from head orientation and position. ITSC 2017: 1-6 - [c2]Sumit Jha, Carlos Busso:
Challenges in head pose estimation of drivers in naturalistic recordings using existing tools. ITSC 2017: 1-6 - 2016
- [c1]Sumit Jha, Carlos Busso:
Analyzing the relationship between head pose and gaze to model driver visual attention. ITSC 2016: 2157-2162
Informal and Other Publications
- 2024
- [i3]Joel Brogan, Olivera Kotevska, Anibely Torres, Sumit Jha, Mark Adams:
Improving Robustness of Spectrogram Classifiers with Neural Stochastic Differential Equations. CoRR abs/2409.01532 (2024) - 2021
- [i2]Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed Hany Mahmoud, Naofal Al-Dhahir, Carlos Busso:
The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention. CoRR abs/2101.04639 (2021) - 2020
- [i1]Sumit Jha, Carlos Busso:
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions. CoRR abs/2012.12754 (2020)
Coauthor Index
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