Internet of Things for Emotion Care: Advances, Applications, and Challenges

X Xu, C Fu, D Camacho, JH Park, J Chen - Cognitive Computation, 2024 - Springer
Emotion is a cognitive state that occurs in humans with external stimulation [1]. In recent
years, psychological-related illnesses and mental health challenges have arisen due to …

Camera-based physiological measurement: Recent advances and future prospects

J Wang, C Shan, L Liu, Z Hou - Neurocomputing, 2024 - Elsevier
Camera-based measurement of vital signs utilizes imaging equipment to measure
physiological changes by analyzing human body images. The contactless physiological …

Estimating SpO2 with Deep Oxygen Desaturations from Facial Video Under Various Lighting Conditions: A Feasibility Study

M Chan, L Zhu, K Vatanparvar, M Gwak… - 2023 45th Annual …, 2023 - ieeexplore.ieee.org
This paper presents a feasibility study to collect data, process signals, and validate accuracy
of peripheral oxygen saturation (SpO 2) estimation from facial video in various lighting …

Advancements in Face Alignment Evaluation for Contact-less Vital Sign Detection

J Li, RL Barmaki, L Zhu, K Vatanparvar… - 2023 IEEE 19th …, 2023 - ieeexplore.ieee.org
The emergence of remote vital sign measurement techniques has provided an alternative
approach for monitoring vital signs without direct physical contact. However, the …

Freq2Time: Weakly Supervised Learning of Camera-Based RPPG from Heart Rate

J Speth, K Vatanparvar, L Zhu… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Camera-based pulse measurements from remote photoplethysmography (rPPG) have
rapidly improved over recent years due to innovations in video processing and deep …

Multimodal Breathing Rate Estimation Using Facial Motion and RPPG From RGB Camera

M Gwak, K Vatanparvar, L Zhu… - ICASSP 2024-2024 …, 2024 - ieeexplore.ieee.org
Camera-based respiratory monitoring is contactless, non-invasive, unobtrusive, and easily
accessible compared to conventional wearable devices. This paper presents a novel …

Non-contact heart rate measurement from face video sequences using SIFT and FastICA

HG Biradar, JP Gawande - International Journal of …, 2024 - inderscienceonline.com
Traditional techniques of heart rate (HR) measurement rely upon optical or electronic
sensors. This research proposes a HR measuring method in a non-contact way that enables …

Enhance Heart Rate Measurement from Remote PPG with Head Motion Awareness from Image

J Li, K Vatanparvar, M Gwak, L Zhu… - 2024 46th Annual …, 2024 - ieeexplore.ieee.org
Measurement of cardiac pulse rate through image-based remote photoplethysmography
(rPPG) is drawing attention to applications of continuous health monitoring. Meanwhile …