Sumit Jha

This page is a disambiguation page, it actually contains mutiple papers from persons of the same or a similar name.

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Bibliography

2024
Torque based Structured Pruning for Deep Neural Network.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024

Improving Robustness of Spectrogram Classifiers with Neural Stochastic Differential Equations.
Proceedings of the 34th IEEE International Workshop on Machine Learning for Signal Processing, 2024

2023
Estimation of Driver's Gaze Region From Head Position and Orientation Using Probabilistic Confidence Regions.
IEEE Trans. Intell. Veh., January, 2023

Seatbelt Segmentation Using Synthetic Images.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2023

MSP-DISK: Naturalistic and Diverse In-Vehicle Database for Joint Pose and Seat Belt Detection.
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.
IEEE Trans. Intell. Transp. Syst., 2022

Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions.
IEEE Trans. Intell. Transp. Syst., 2022

2020
Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data.
Proceedings of the IEEE Intelligent Vehicles Symposium, 2020

2019
Estimation of Gaze Region Using Two Dimensional Probabilistic Maps Constructed Using Convolutional Neural Networks.
Proceedings of the IEEE International Conference on Acoustics, 2019

2018
Probabilistic Estimation of the Gaze Region of the Driver using Dense Classification.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018

FI-CAP: Robust Framework to Benchmark Head Pose Estimation in Challenging Environments.
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.
Proceedings of the 20th IEEE International Conference on Intelligent Transportation Systems, 2017

Probabilistic estimation of the driver's gaze from head orientation and position.
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.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016


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