no code implementations • 15 Oct 2023 • Md Sakib Hasan, Catherine D. Schuman, Zhongyang Zhang, Tauhidur Rahman, Garrett S. Rose
Neuromorphic Computing promises orders of magnitude improvement in energy efficiency compared to traditional von Neumann computing paradigm.
no code implementations • 15 Oct 2023 • Yi Xiao, Harshit Sharma, Zhongyang Zhang, Dessa Bergen-Cico, Tauhidur Rahman, Asif Salekin
Stress impacts our physical and mental health as well as our social life.
no code implementations • 19 Sep 2023 • Forsad Al Hossain, Tanjid Hasan Tonmoy, Andrew A. Lover, George A. Corey, Mohammad Arif Ul Alam, Tauhidur Rahman
We propose a non-speech audio-based approach for crowd analytics, leveraging a transformer-based model.
no code implementations • 16 Sep 2023 • Zhongyang Zhang, Shuyang Cui, Kaidong Chai, Haowen Yu, Subhasis Dasgupta, Upal Mahbub, Tauhidur Rahman
Dynamic Vision Sensor (DVS)-based solutions have recently garnered significant interest across various computer vision tasks, offering notable benefits in terms of dynamic range, temporal resolution, and inference speed.
no code implementations • 17 Jan 2023 • Zhongyang Zhang, Kaidong Chai, Haowen Yu, Ramzi Majaj, Francesca Walsh, Edward Wang, Upal Mahbub, Hava Siegelmann, Donghyun Kim, Tauhidur Rahman
As a beloved sport worldwide, dancing is getting integrated into traditional and virtual reality-based gaming platforms nowadays.
no code implementations • 25 Dec 2022 • Devdhar Patel, Joshua Russell, Francesca Walsh, Tauhidur Rahman, Terrence Sejnowski, Hava Siegelmann
Our design is biologically inspired and draws on the architecture of the human brain which executes actions at different timescales depending on the environment's demands.
no code implementations • 3 Dec 2022 • Md Farhan Tasnim Oshim, Toral Surti, Stephanie Carreiro, Deepak Ganesan, Suren Jayasuriya, Tauhidur Rahman
Efficient and accurate detection of subtle motion generated from small objects in noisy environments, as needed for vital sign monitoring, is challenging, but can be substantially improved with magnification.
no code implementations • 19 Mar 2021 • Zhongyang Zhang, Zhiyang Xu, Zia Ahmed, Asif Salekin, Tauhidur Rahman
However, one of the fundamental limitations of these approaches is that they are highly dependent on image and camera settings and can only learn to map an input HSI with one specific setting to an output HSI with another.
Hyperspectral Image Super-Resolution Image Super-Resolution +1
1 code implementation • 15 Apr 2019 • Debasmita Ghose, Shasvat Mukeshkumar Desai, Sneha Bhattacharya, Deep Chakraborty, Madalina Fiterau, Tauhidur Rahman
Thermal images are mainly used to detect the presence of people at night or in bad lighting conditions, but perform poorly at daytime.