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20222026
most citedrPPG-Toolbox: Deep Remote PPG Toolbox

21 citations · 39 across the 22 of their papers we have counts for

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11 papers · 1 filter

cs.CV2025

FacePhys: State of the Heart Learning

Kegang Wang, Jiankai Tang, Yuntao Wang +5

Vital sign measurement using cameras presents opportunities for comfortable, ubiquitous health monitoring. Remote photoplethysmography (rPPG), a foundational technology, enables ca…

cs.CV2025

M3PD Dataset: Dual-view Photoplethysmography (PPG) Using Front-and-rear Cameras of Smartphones in Lab and Clinical Settings

Jiankai Tang, Tao Zhang, Jia Li +10

Portable physiological monitoring is essential for early detection and management of cardiovascular disease, but current methods often require specialized equipment that limits acc…

cs.CE2025

τ-Ring: A Smart Ring Platform for Multimodal Physiological and Behavioral Sensing

Jiankai Tang, Zhe He, Mingyu Zhang +5

Smart rings have emerged as uniquely convenient devices for continuous physiological and behavioral sensing, offering unobtrusive, constant access to metrics such as heart rate, mo…

cs.CE2025

Contact Sensors to Remote Cameras: Quantifying Cardiorespiratory Coupling in High-Altitude Exercise Recovery

Jiankai Tang, Meng Kang, Yiru Zhang +5

Cardiorespiratory coupling (CRC) captures the dynamic interaction between the cardiac and respiratory systems--an interaction strengthened by physical exercise and linked to improv…

cs.AI2025

PhysDrive: A Multimodal Remote Physiological Measurement Dataset for In-vehicle Driver Monitoring

Jiyao Wang, Xiao Yang, Qingyong Hu +6

Robust and unobtrusive in-vehicle physiological monitoring is crucial for ensuring driving safety and user experience. While remote physiological measurement (RPM) offers a promisi…

cs.CV2025

Non-Contact Health Monitoring During Daily Personal Care Routines

Xulin Ma, Jiankai Tang, Zhang Jiang +7

Remote photoplethysmography (rPPG) enables non-contact, continuous monitoring of physiological signals and offers a practical alternative to traditional health sensing methods. Alt…

eess.IV2025

A Dataset and Toolkit for Multiparameter Cardiovascular Physiology Sensing on Rings

Jiankai Tang, Kegang Wang, Yingke Ding +6

Smart rings offer a convenient way to continuously and unobtrusively monitor cardiovascular physiological signals. However, a gap remains between the ring hardware and reliable met…

cs.CV2025

Memory-efficient Low-latency Remote Photoplethysmography through Temporal-Spatial State Space Duality

Kegang Wang, Jiankai Tang, Yuxuan Fan +3

Remote photoplethysmography (rPPG), enabling non-contact physiological monitoring through facial light reflection analysis, faces critical computational bottlenecks as deep learnin…

cs.CV2025

Exploring Reliable PPG Authentication on Smartwatches in Daily Scenarios

Jiankai Tang, Jiacheng Liu, Renling Tong +6

Photoplethysmography (PPG) Sensors, widely deployed in smartwatches, offer a simple and non-invasive authentication approach for daily use. However, PPG authentication faces reliab…

cs.CE2025

Camera Measurement of Blood Oxygen Saturation

Jiankai Tang, Xin Liu, Daniel McDuff +11

Blood oxygen saturation (SpO2) is a crucial vital sign routinely monitored in medical settings. Traditional methods require dedicated contact sensors, limiting accessibility and co…

cs.HC2025★ 1 cited

Computing with Smart Rings: A Systematic Literature Review

Zeyu Wang, Ruotong Yu, Xiangyang Wang +13

A smart ring is a wearable electronic device in the form of a ring that incorporates diverse sensors and computing technologies to perform a variety of functions. Designed for use…