Sumit Jha

17 papers A 2C 2Misc 1Journal 6Unranked 6
YearRankTypeTitle / Venue / Authors
2024 — conf
Improving Robustness of Spectrogram Classifiers with Neural Stochastic Differential Equations.
MLSP
Joel Brogan, Olivera Kotevska, Anibely Torres, Sumit Jha, Mark Adams
2024 J jnl
Improving Robustness of Spectrogram Classifiers with Neural Stochastic Differential Equations.
CoRR
Joel Brogan, Olivera Kotevska, Anibely Torres, Sumit Jha, Mark Adams
2024 A conf
Torque based Structured Pruning for Deep Neural Network.
WACV
Arshita Gupta, Tien Bau, Joonsoo Kim, Zhe Zhu, Sumit Jha, Hrishikesh Garud
2023 J jnl
Estimation of Driver's Gaze Region From Head Position and Orientation Using Probabilistic Confidence Regions.
IEEE Trans. Intell. Veh.
Sumit Jha, Carlos Busso
2023 — conf
MSP-DISK: Naturalistic and Diverse In-Vehicle Database for Joint Pose and Seat Belt Detection.
ITSC
Isaac Brooks, Susmitha Gogineni, Sumit Jha, Soumitry Jagadev Ray, Rajesh Narasimha, Naofal Al-Dhahir, Carlos Busso
2023 C conf
Seatbelt Segmentation Using Synthetic Images.
IV
Sumit Jha, Isaac Brooks, Soumitry J. Ray, Rajesh Narasimha, Naofal Al-Dhahir, Carlos Busso
2022 J jnl
Temporal Head Pose Estimation From Point Cloud in Naturalistic Driving Conditions.
IEEE Trans. Intell. Transp. Syst.
Tiancheng Hu, Sumit Jha, Carlos Busso
2022 J jnl
The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention.
IEEE Trans. Intell. Transp. Syst.
Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed Hany Mahmoud, Naofal Al-Dhahir, Carlos Busso
2021 J jnl
The Multimodal Driver Monitoring Database: A Naturalistic Corpus to Study Driver Attention.
CoRR
Sumit Jha, Mohamed F. Marzban, Tiancheng Hu, Mohamed Hany Mahmoud, Naofal Al-Dhahir, Carlos Busso
2020 J jnl
Estimation of Driver's Gaze Region from Head Position and Orientation using Probabilistic Confidence Regions.
CoRR
Sumit Jha, Carlos Busso
2020 C conf
Robust Driver Head Pose Estimation in Naturalistic Conditions from Point-Cloud Data.
IV
Tiancheng Hu, Sumit Jha, Carlos Busso
2019 Misc conf
Estimation of Gaze Region Using Two Dimensional Probabilistic Maps Constructed Using Convolutional Neural Networks.
ICASSP
Sumit Jha, Carlos Busso
2018 A conf
FI-CAP: Robust Framework to Benchmark Head Pose Estimation in Challenging Environments.
ICME
Sumit Jha, Carlos Busso
2018 — conf
Probabilistic Estimation of the Gaze Region of the Driver using Dense Classification.
ITSC
Sumit Jha, Carlos Busso
2017 — conf
Challenges in head pose estimation of drivers in naturalistic recordings using existing tools.
ITSC
Sumit Jha, Carlos Busso
2017 — conf
Probabilistic estimation of the driver's gaze from head orientation and position.
ITSC
Sumit Jha, Carlos Busso
2016 — conf
Analyzing the relationship between head pose and gaze to model driver visual attention.
ITSC
Sumit Jha, Carlos Busso