Sumit Jha

According to our database, Sumit Jha authored at least 14 papers between 2016 and 2024.

Collaborative distances:

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

2024

Torque based Structured Pruning for Deep Neural Network.

Arshita Gupta, Tien Bau, Joonsoo Kim, Zhe Zhu, Sumit Jha, Hrishikesh Garud

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision.

Chase Walker, Sumit Jha, Kenny Chen, Rickard Ewetz

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Estimation of Driver's Gaze Region From Head Position and Orientation Using Probabilistic Confidence Regions.

Sumit Jha, Carlos Busso

IEEE Trans. Intell. Veh., January, 2023

Seatbelt Segmentation Using Synthetic Images.

Sumit Jha, Isaac Brooks, Soumitry J. Ray, Rajesh Narasimha, Naofal Al-Dhahir, Carlos Busso

Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

MSP-DISK: Naturalistic and Diverse In-Vehicle Database for Joint Pose and Seat Belt Detection.

Isaac Brooks, Susmitha Gogineni, Sumit Jha, Soumitry Jagadev Ray, Rajesh Narasimha, Naofal Al-Dhahir, Carlos Busso

Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023

2022

The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention.

Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed Hany Mahmoud, Naofal Al-Dhahir, Carlos Busso

IEEE Trans. Intell. Transp. Syst., 2022

Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions.

Tiancheng Hu, Sumit Jha, Carlos Busso

IEEE Trans. Intell. Transp. Syst., 2022

2020

Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data.

Tiancheng Hu, Sumit Jha, Carlos Busso

Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019

Estimation of Gaze Region Using Two Dimensional Probabilistic Maps Constructed Using Convolutional Neural Networks.

Sumit Jha, Carlos Busso

Proceedings of the IEEE International Conference on Acoustics, 2019

2018

Probabilistic Estimation of the Gaze Region of the Driver using Dense Classification.

Sumit Jha, Carlos Busso

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

FI-CAP: Robust Framework to Benchmark Head Pose Estimation in Challenging Environments.

Sumit Jha, Carlos Busso

Proceedings of the 2018 IEEE International Conference on Multimedia and Expo, 2018

2017

Challenges in head pose estimation of drivers in naturalistic recordings using existing tools.

Sumit Jha, Carlos Busso

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Probabilistic estimation of the driver's gaze from head orientation and position.

Sumit Jha, Carlos Busso

Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

2016

Analyzing the relationship between head pose and gaze to model driver visual attention.

Sumit Jha, Carlos Busso

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