1 code implementation • 27 Jun 2024 • Hui Wei, Maxwell A. Xu, Colin Samplawski, James M. Rehg, Santosh Kumar, Benjamin M. Marlin
Wearable sensors enable health researchers to continuously collect data pertaining to the physiological state of individuals in real-world settings.
no code implementations • 14 Jul 2023 • Abdu Saif, Nor Shahida Mohd Shah, Soreen Ameen Fattah, Saeed Hamood Alsamhi, Santosh Kumar, Ali Saad Al khuraib
Furthermore, the beamforming gain is mainly concentrated in the target to improve the coverage area based on various scenarios.
no code implementations • 16 Apr 2023 • Prathistith Raj Medi, Ghanta Sai Krishna, Praneeth Nemani, Satyanarayana Vollala, Santosh Kumar
Person re-identification is vital for monitoring and tracking crowd movement to enhance public security.
1 code implementation • 14 Dec 2022 • Maxwell A. Xu, Alexander Moreno, Supriya Nagesh, V. Burak Aydemir, David W. Wetter, Santosh Kumar, James M. Rehg
The promise of Mobile Health (mHealth) is the ability to use wearable sensors to monitor participant physiology at high frequencies during daily life to enable temporally-precise health interventions.
no code implementations • 1 Nov 2021 • Supriya Nagesh, Alexander Moreno, Stephanie M. Carpenter, Jamie Yap, Soujanya Chatterjee, Steven Lloyd Lizotte, Neng Wan, Santosh Kumar, Cho Lam, David W. Wetter, Inbal Nahum-Shani, James M. Rehg
The transformer model achieves a non-response prediction AUC of 0. 77 and is significantly better than classical ML and LSTM-based deep learning models.
no code implementations • 11 Feb 2021 • Prajnesh Kumar, Mingwei Jin, Ting Bu, Santosh Kumar, Yu-Ping Huang
The second is the Santa Fe laser data prediction, where a normalized mean square error (NMSE) of 6. 73x10-3 is demonstrated.
no code implementations • 25 Jan 2021 • Balasubramanyam Appina, Mansi Sharma, Santosh Kumar
In this paper, we introduce a novel recommendation system for stereoscopic 3D movies based on a latent factor model that meticulously analyse the viewer's subjective ratings and influence of 3D video distortions on their preferences.
no code implementations • 13 Jul 2016 • Hamid Dadkhahi, Nazir Saleheen, Santosh Kumar, Benjamin Marlin
The field of mobile health aims to leverage recent advances in wearable on-body sensing technology and smart phone computing capabilities to develop systems that can monitor health states and deliver just-in-time adaptive interventions.