Depression recognition using remote photoplethysmography from facial videos

CÁ Casado, ML Cañellas… - IEEE Transactions on …, 2023 - ieeexplore.ieee.org
Depression is a mental illness that may be harmful to an individual's health. The detection of
mental health disorders in the early stages and a precise diagnosis are critical to avoid …

[HTML][HTML] Grgb rppg: an efficient low-complexity remote photoplethysmography-based algorithm for heart rate estimation

F Haugg, M Elgendi, C Menon - Bioengineering, 2023 - mdpi.com
Remote photoplethysmography (rPPG) is a promising contactless technology that uses
videos of faces to extract health parameters, such as heart rate. Several methods for …

[HTML][HTML] Effectiveness of remote PPG construction methods: a preliminary analysis

F Haugg, M Elgendi, C Menon - Bioengineering, 2022 - mdpi.com
The contactless recording of a photoplethysmography (PPG) signal with a Red-Green-Blue
(RGB) camera is known as remote photoplethysmography (rPPG). Studies have reported on …

Multimodal mental health digital biomarker analysis from remote interviews using facial, vocal, linguistic, and cardiovascular patterns

Z Jiang, S Seyedi, E Griner, A Abbasi… - IEEE Journal of …, 2024 - ieeexplore.ieee.org
Objective: Psychiatric evaluation suffers from subjectivity and bias, and is hard to scale due
to intensive professional training requirements. In this work, we investigated whether …

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 …

Hierarchical Style-Aware Domain Generalization for Remote Physiological Measurement

J Wang, H Lu, A Wang, Y Chen… - IEEE Journal of …, 2023 - ieeexplore.ieee.org
The utilization of remote photoplethysmography (rPPG) technology has gained attention in
recent years due to its ability to extract blood volume pulse (BVP) from facial videos, making …

Frequency tracker for unsupervised heart rate estimation

I Zhalbekov, L Beynenson, A Trushkov… - Proceedings of the …, 2023 - openaccess.thecvf.com
We present frequency tracking for extracting heart rate trace from blood volume pulse (BVP)
signal that can be used as an alternative for commonly used approach based on the mode …

Orientation-conditioned Facial Texture Mapping for Video-based Facial Remote Photoplethysmography Estimation

S Cantrill, D Ahmedt-Aristizabal… - Proceedings of the …, 2024 - openaccess.thecvf.com
Camera-based remote photoplethysmography (rPPG) enables contactless measurement of
important physiological signals such as pulse rate (PR). However dynamic and …

Multimodal mental health assessment with remote interviews using facial, vocal, linguistic, and cardiovascular patterns

Z Jiang, S Seyedi, EL Griner, A Abbasi, A Bahrami Rad… - medRxiv, 2023 - medrxiv.org
Objective: The current clinical practice of psychiatric evaluation suffers from subjectivity and
bias, and requires highly skilled professionals that are often unavailable or unaffordable …

Non-contact heart rate measurement from deteriorated videos

N Nguyen, CÁ Casado, O Silvén… - 2023 IEEE 28th …, 2023 - ieeexplore.ieee.org
Remote photoplethysmography (rPPG) offers a state-of-the-art, non-contact methodology for
estimating human pulse by analyzing facial videos. Despite its potential, rPPG methods can …