Search Results - "Speth, Jeremy"

Unifying frame rate and temporal dilations for improved remote pulse detection by Speth, Jeremy, Vance, Nathan, Flynn, Patrick, Bowyer, Kevin, Czajka, Adam

“…Remote photoplethysmography (rPPG) is the monitoring of blood volume pulse from a camera at a distance. 3-Dimensional Convolutional Neural Networks (3DCNNs)…”
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Remote Physiological Measurement in an Open World by Speth, Jeremy

“…Many life-sustaining vital signs can be measured optically using a camera. Of particular interest is remote photoplethysmography (rPPG), a technique for…”
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MSPM: A Multisite Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation by Speth, Jeremy, Vance, Nathan R., Sporrer, Benjamin, Niu, Lu, Flynn, Patrick, Czajka, Adam

“…Visible-light cameras can capture subtle physiological biomarkers without physical contact with the subject. We present the multisite physiological monitoring…”
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Non-Contrastive Unsupervised Learning of Physiological Signals from Video by Speth, Jeremy, Vance, Nathan, Flynn, Patrick, Czajka, Adam

“…Subtle periodic signals such as blood volume pulse and respiration can be extracted from RGB video, enabling non-contact health monitoring at low cost…”
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Freq2Time: Weakly Supervised Learning of Camera-Based RPPG from Heart Rate by Speth, Jeremy, Vatanparvar, Korosh, Zhu, Li, Kuang, Jilong, Gao, Alex

“…Camera-based pulse measurements from remote photoplethysmography (rPPG) have rapidly improved over recent years due to innovations in video processing and deep…”
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Comprehensive Study in Open-Set Iris Presentation Attack Detection by Boyd, Aidan, Speth, Jeremy, Parzianello, Lucas, Bowyer, Kevin, Czajka, Adam

“…Research in presentation attack detection (PAD) for iris recognition has largely moved beyond evaluation in "closed-set" scenarios, to emphasize ability to…”
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Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results by Vance, Nathan, Speth, Jeremy, Khan, Siamul, Czajka, Adam, Bowyer, Kevin W., Wright, Diane, Flynn, Patrick

“…We present the Deception Detection and Physiological Monitoring (DDPM) dataset and initial baseline results of deception detection on this dataset. Our…”
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Digital and Physical-World Attacks on Remote Pulse Detection by Speth, Jeremy, Vance, Nathan, Flynn, Patrick, Bowyer, Kevin W., Czajka, Adam

“…Remote photoplethysmography (rPPG) is a technique for estimating blood volume changes from reflected light without the need for a contact sensor. We present…”
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SiNC+: Adaptive Camera-Based Vitals with Unsupervised Learning of Periodic Signals by Speth, Jeremy, Vance, Nathan, Flynn, Patrick, Czajka, Adam

“…Subtle periodic signals, such as blood volume pulse and respiration, can be extracted from RGB video, enabling noncontact health monitoring at low cost…”
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Promoting Generalization in Cross-Dataset Remote Photoplethysmography by Vance, Nathan, Speth, Jeremy, Sporrer, Benjamin, Flynn, Patrick

“…Remote Photoplethysmography (rPPG), or the remote monitoring of a subject's heart rate using a camera, has seen a shift from handcrafted techniques to deep…”
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Remote Pulse Estimation in the Presence of Face Masks by Speth, Jeremy, Vance, Nathan, Flynn, Patrick, Bowyer, Kevin, Czajka, Adam

“…Remote photoplethysmography (rPPG), a family of techniques for monitoring blood volume changes, may be especially useful for contactless health monitoring via…”
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Full-Body Cardiovascular Sensing with Remote Photoplethysmography by Niu, Lu, Speth, Jeremy, Vance, Nathan, Sporrer, Ben, Czajka, Adam, Flynn, Patrick

“…Remote photoplethysmography (rPPG) allows for non-contact monitoring of blood volume changes from a camera by detecting minor fluctuations in reflected light…”
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Promoting Generalization in Cross-Dataset Remote Photoplethysmography by Vance, Nathan, Speth, Jeremy, Sporrer, Benjamin, Flynn, Patrick

“…Remote Photoplethysmography (rPPG), or the remote monitoring of a subject's heart rate using a camera, has seen a shift from handcrafted techniques to deep…”
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Deception Detection and Remote Physiological Monitoring: A Dataset and Baseline Experimental Results by Speth, Jeremy, Vance, Nathan, Czajka, Adam, Bowyer, Kevin W., Wright, Diane, Flynn, Patrick

“…We present the Deception Detection and Physiological Monitoring (DDPM) dataset and initial baseline results on this dataset. Our application context is an…”
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Non-Contrastive Unsupervised Learning of Physiological Signals from Video by Speth, Jeremy, Vance, Nathan, Flynn, Patrick, Czajka, Adam

“…Subtle periodic signals such as blood volume pulse and respiration can be extracted from RGB video, enabling remote health monitoring at low cost. Advancements…”
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State Of The Art In Open-Set Iris Presentation Attack Detection by Boyd, Aidan, Speth, Jeremy, Parzianello, Lucas, Bowyer, Kevin, Czajka, Adam

“…Research in presentation attack detection (PAD) for iris recognition has largely moved beyond evaluation in "closed-set" scenarios, to emphasize ability to…”
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MSPM: A Multi-Site Physiological Monitoring Dataset for Remote Pulse, Respiration, and Blood Pressure Estimation by Speth, Jeremy, Vance, Nathan, Sporrer, Benjamin, Niu, Lu, Flynn, Patrick, Czajka, Adam

“…Visible-light cameras can capture subtle physiological biomarkers without physical contact with the subject. We present the Multi-Site Physiological Monitoring…”
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Full-Body Cardiovascular Sensing with Remote Photoplethysmography by Niu, Lu, Speth, Jeremy, Vance, Nathan, Sporrer, Benjamin, Czajka, Adam, Flynn, Patrick

“…Remote photoplethysmography (rPPG) allows for noncontact monitoring of blood volume changes from a camera by detecting minor fluctuations in reflected light…”
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Hallucinated Heartbeats: Anomaly-Aware Remote Pulse Estimation by Speth, Jeremy, Vance, Nathan, Sporrer, Benjamin, Niu, Lu, Flynn, Patrick, Czajka, Adam

“…Camera-based physiological monitoring, especially remote photoplethysmography (rPPG), is a promising tool for health diagnostics, and state-of-the-art pulse…”
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Remote Pulse Estimation in the Presence of Face Masks by Speth, Jeremy, Vance, Nathan, Flynn, Patrick, Bowyer, Kevin, Czajka, Adam

“…Remote photoplethysmography (rPPG), a family of techniques for monitoring blood volume changes, may be especially useful for widespread contactless health…”
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