Sumit Jha

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 16

Top Topics

Head Pose Estimation

Head Orientation

Manifold Embedding

Top Venues

IEEE Trans. Intell. Transp. Syst.

Publications

Arshita Gupta, Tien Bau, Joonsoo Kim, Zhe Zhu, Sumit Jha, Hrishikesh Garud
Torque based Structured Pruning for Deep Neural Network. WACV (2024)
Sumit Jha, Isaac Brooks, Soumitry J. Ray, Rajesh Narasimha, Naofal Al-Dhahir, Carlos Busso
Seatbelt Segmentation Using Synthetic Images. IV (2023)
Chase Walker, Sumit Jha, Kenny Chen, Rickard Ewetz
Integrated Decision Gradients: Compute Your Attributions Where the Model Makes Its Decision. CoRR (2023)
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)
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) (2023)
Tiancheng Hu, Sumit Jha, Carlos Busso
Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed H. 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) (2022)
Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed H. Mahmoud, Naofal Al-Dhahir, Carlos Busso
The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention. CoRR (2021)
Tiancheng Hu, Sumit Jha, Carlos Busso
Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data. IV (2020)
Sumit Jha, Carlos Busso
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions. CoRR (2020)
Sumit Jha, Carlos Busso
Estimation of Gaze Region Using Two Dimensional Probabilistic Maps Constructed Using Convolutional Neural Networks. ICASSP (2019)
Sumit Jha, Carlos Busso
FI-CAP: Robust Framework to Benchmark Head Pose Estimation in Challenging Environments. ICME (2018)
Sumit Jha, Carlos Busso
Probabilistic Estimation of the Gaze Region of the Driver using Dense Classification. ITSC (2018)
Sumit Jha, Carlos Busso
Probabilistic estimation of the driver's gaze from head orientation and position. ITSC (2017)
Sumit Jha, Carlos Busso
Challenges in head pose estimation of drivers in naturalistic recordings using existing tools. ITSC (2017)
Sumit Jha, Carlos Busso
Analyzing the relationship between head pose and gaze to model driver visual attention. ITSC (2016)