Search Results for author: Md Zobaer Islam

Found 8 papers, 0 papers with code

Gesture Recognition using Reflected Visible and Infrared Light Wave Signals

no code implementations16 Jul 2020 Li Yu, Hisham Abuella, Md Zobaer Islam, John F. O'Hara, Christopher Crick, Sabit Ekin

In this paper, we demonstrate the ability to recognize hand gestures in a non-contact, wireless fashion using only incoherent light signals reflected from a human subject.

Hand Gesture Recognition Hand-Gesture Recognition

Noncontact Respiratory Anomaly Detection Using Infrared Light-Wave Sensing

no code implementations9 Jan 2023 Md Zobaer Islam, Brenden Martin, Carly Gotcher, Tyler Martinez, John F. O'Hara, Sabit Ekin

The random forest model achieved the highest classification accuracy of 96. 75% with data collected at a 0. 5m distance.

Anomaly Detection

Analysis and Empirical Validation of Visible Light Path Loss Model for Vehicular Sensing and Communication

no code implementations9 Jan 2023 Hisham Abuella, Md Zobaer Islam, Russ Messenger, John F. O'Hara, Sabit Ekin

In this letter, a simplified path loss model that is mathematically more tractable is proposed for vehicular sensing and communication systems that use visible light technology.

Real-Time Traffic End-of-Queue Detection and Tracking in UAV Video

no code implementations10 Jan 2023 Russ Messenger, Md Zobaer Islam, Matthew Whitlock, Erik Spong, Nate Morton, Layne Claggett, Chris Matthews, Jordan Fox, Leland Palmer, Dane C. Johnson, John F. O'Hara, Christopher J. Crick, Jamey D. Jacob, Sabit Ekin

Highway work zones are susceptible to undue accumulation of motorized vehicles which calls for dynamic work zone warning signs to prevent accidents.

Hand Gesture Recognition through Reflected Infrared Light Wave Signals

no code implementations14 Jan 2023 Md Zobaer Islam, Li Yu, Hisham Abuella, John F. O'Hara, Christopher Crick, Sabit Ekin

In this study, we present a wireless (non-contact) gesture recognition method using only incoherent light wave signals reflected from a human subject.

Hand Gesture Recognition Hand-Gesture Recognition

Prospects and Applications of Incoherent Light in Non-contact Wireless Sensing Systems

no code implementations19 Apr 2023 Md Zobaer Islam, Sabit Ekin, John F. O'Hara

The increasing demand for wireless sensing systems has led to the exploration of alternative technologies to overcome the spectrum scarcity of traditional approaches based on radio frequency (RF) waves or microwaves.

Gesture Recognition

Respiratory Anomaly Detection using Reflected Infrared Light-wave Signals

no code implementations2 Nov 2023 Md Zobaer Islam, Brenden Martin, Carly Gotcher, Tyler Martinez, John F. O'Hara, Sabit Ekin

In this study, we present a non-contact respiratory anomaly detection method using incoherent light-wave signals reflected from the chest of a mechanical robot that can breathe like human beings.

Anomaly Detection

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