Contactless pulse rate assessment: Results and insights for application in driving simulator | Paper Citation Record

Observation fadc011d-7fcd-4f97-8adc-ee0a1519bf33 · outbound

This paper cites Non -Contact In -Car Monitoring of Heart Rate: Evaluating the Eulerian Video Magnification Algorithm in a Driving Simulator Study.

Contactless pulse rate assessment: Results and insights for application in driving simulator Non -Contact In -Car Monitoring of Heart Rate: Evaluating the Eulerian Video Magnification Algorithm in a Driving Simulator Study

Reference 1

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Observation a831ef5e-a0dc-4381-8739-2262dea31448 · outbound

This paper cites An EO/IR monitoring system for noncontact physiological signal analysis in automated vehicles.

Contactless pulse rate assessment: Results and insights for application in driving simulator An EO/IR monitoring system for noncontact physiological signal analysis in automated vehicles

Reference 2

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Observation 259ee2a8-3b3e-4cf6-92ed-0db637ba29ca · outbound

This paper cites Continuous Monitoring of Heart Rate Variability in Free-Living Conditions Using Wearable Sensors: Exploratory Observational Study.

Contactless pulse rate assessment: Results and insights for application in driving simulator Continuous Monitoring of Heart Rate Variability in Free-Living Conditions Using Wearable Sensors: Exploratory Observational Study

Reference 3

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This paper cites Simulation -based driver scoring and profiling system.

Contactless pulse rate assessment: Results and insights for application in driving simulator Simulation -based driver scoring and profiling system

Reference 4

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This paper cites Leveraging wearable sensors in virtual reality driving simulators: A review of techniques and applications.

Contactless pulse rate assessment: Results and insights for application in driving simulator Leveraging wearable sensors in virtual reality driving simulators: A review of techniques and applications

Reference 5

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This paper cites Photoplethysmography revisited: From contact to noncontact, from point to imaging.

Contactless pulse rate assessment: Results and insights for application in driving simulator Photoplethysmography revisited: From contact to noncontact, from point to imaging

Reference 6

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This paper cites On the reliability of wearable technology: A tutorial on measuring heart rate and heart rate variability in the wild.

Contactless pulse rate assessment: Results and insights for application in driving simulator On the reliability of wearable technology: A tutorial on measuring heart rate and heart rate variability in the wild

Reference 7

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This paper cites Wearable technologies for electrodermal and cardiac activity measurements: A comparison between fitbit sense, empatica E4 and shimme r GSR3+.

Contactless pulse rate assessment: Results and insights for application in driving simulator Wearable technologies for electrodermal and cardiac activity measurements: A comparison between fitbit sense, empatica E4 and shimme r GSR3+

Reference 8

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Observation 0af7f551-646c-42f0-8d84-2e62e5e7ed76 · outbound

This paper cites Measuring pulse rate with a webcam.

Contactless pulse rate assessment: Results and insights for application in driving simulator Measuring pulse rate with a webcam

Reference 9

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Observation 7c06c068-0bbf-44a4-9251-431e618184d3 · outbound

This paper cites Validation of heart rate extraction using video imaging on a built-in camera system of a smartphone.

Contactless pulse rate assessment: Results and insights for application in driving simulator Validation of heart rate extraction using video imaging on a built-in camera system of a smartphone

Reference 10

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:55.417570Z

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Observation 33e9c7b5-9464-425f-86b1-a6971f2068e1 · outbound

This paper cites Non-contact, automated cardiac pulse measurements using video imaging and blind source separation.

Contactless pulse rate assessment: Results and insights for application in driving simulator Non-contact, automated cardiac pulse measurements using video imaging and blind source separation

Reference 11

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This paper cites Optimal color channel combination across skin tones for remote heart rate measurement in camera -based photoplethysmography.

Contactless pulse rate assessment: Results and insights for application in driving simulator Optimal color channel combination across skin tones for remote heart rate measurement in camera -based photoplethysmography

Reference 12

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Observation b72889df-abd9-4b68-ae9d-a72d00820537 · outbound

This paper cites Eulerian video magnification for revealing subtle changes in the world.

Contactless pulse rate assessment: Results and insights for application in driving simulator Eulerian video magnification for revealing subtle changes in the world

Reference 13

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This paper cites Pulse rate assessment: Eulerian video magnification vs.

Contactless pulse rate assessment: Results and insights for application in driving simulator Pulse rate assessment: Eulerian video magnification vs

Reference 14

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Observation c0af3ce4-a5dd-4b00-a708-8a192ff92104 · outbound

This paper cites Phase -based video motion processing.

Contactless pulse rate assessment: Results and insights for application in driving simulator Phase -based video motion processing

Reference 15

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Observation 985ae6e9-4ea3-4bfd-b8a5-b45def5d5b4a · outbound

This paper cites Detecting pulse from head motions in video.

Contactless pulse rate assessment: Results and insights for application in driving simulator Detecting pulse from head motions in video

Reference 16

Resolution: verified exact; doi, observed 2026-08-16T04:25:53.245980Z

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Observation 0c160d1e-27c7-409e-b832-9f297c3988f2 · outbound

This paper cites Detecting pulse from head motions using smartphone camera.

Contactless pulse rate assessment: Results and insights for application in driving simulator Detecting pulse from head motions using smartphone camera

Reference 17

Resolution: verified exact; doi, observed 2026-08-16T04:25:53.232435Z

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Observation 2828ac20-4421-41d6-91c9-edb604ff8c8d · outbound

This paper cites Quantifying Drivers’ Physiological Responses to Take-Over Requests in Conditionally Automated Vehicles.

Contactless pulse rate assessment: Results and insights for application in driving simulator Quantifying Drivers’ Physiological Responses to Take-Over Requests in Conditionally Automated Vehicles

Reference 18

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Contactless pulse rate assessment: Results and insights for application in driving simulator Spyder-Documentation

Reference 19

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Contactless pulse rate assessment: Results and insights for application in driving simulator Array programming with NumPy

Reference 20

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Contactless pulse rate assessment: Results and insights for application in driving simulator Unresolved cited work

Reference 21

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Contactless pulse rate assessment: Results and insights for application in driving simulator SciPy 1.0: Fundamental algorithms for scientific computing in Python

Reference 22

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Contactless pulse rate assessment: Results and insights for application in driving simulator Scikit-learn: Machine learning in Python

Reference 23

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Contactless pulse rate assessment: Results and insights for application in driving simulator The Python Library Reference, Release 3.8

Reference 24

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Contactless pulse rate assessment: Results and insights for application in driving simulator Validation of the Empatica E4 wristband

Reference 25

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:54.969886Z

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Observation 5a10c200-bf2c-4cc1-be34-ec7c5d2f724a · outbound

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Contactless pulse rate assessment: Results and insights for application in driving simulator Validity of the Empatica E4 wristband to measure heart rate variability (HRV) parameters: A comparison to electrocardiography (ECG)

Reference 26

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Observation ede2cbec-3f1e-41c9-be93-5c0116ecb40a · outbound

This paper cites Ambulatory heart rate variability monitoring: Comparisons between the empatica e4 wristband and holter electrocardiogram.

Contactless pulse rate assessment: Results and insights for application in driving simulator Ambulatory heart rate variability monitoring: Comparisons between the empatica e4 wristband and holter electrocardiogram

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Observation 9356ca8a-79f8-4ef5-8055-a55605c8a20c · outbound

This paper cites YOLOv8 Docs by Ultralytics (Version 8.0.

Contactless pulse rate assessment: Results and insights for application in driving simulator YOLOv8 Docs by Ultralytics (Version 8.0

Reference 28

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Observation b8dc7abc-ae13-4ef2-b964-72ddf8c54760 · outbound

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Contactless pulse rate assessment: Results and insights for application in driving simulator An analysis of the Viola-Jones face detection algorithm

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Contactless pulse rate assessment: Results and insights for application in driving simulator Rapid object detection using a boosted cascade of simple features

Reference 30

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Contactless pulse rate assessment: Results and insights for application in driving simulator Generalized face anti -spoofing by detecting pulse from face videos

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Observation 7371b5db-4a60-4bc6-b4da-c6db88887bcd · outbound

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Contactless pulse rate assessment: Results and insights for application in driving simulator Digital Image Processing; Pearson Education India: Delhi, India, 2009

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Contactless pulse rate assessment: Results and insights for application in driving simulator The architecture and performance of the face and eyes detection system based on the Haar cascade classifiers

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This paper cites Face Detection Accuracy Study Based on Race and Gender Factor Using Haar Cascades; CEUR Workshop Proceedings: Aachen, Germany, 2020; Volume 2667, pp.

Contactless pulse rate assessment: Results and insights for application in driving simulator Face Detection Accuracy Study Based on Race and Gender Factor Using Haar Cascades; CEUR Workshop Proceedings: Aachen, Germany, 2020; Volume 2667, pp

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Contactless pulse rate assessment: Results and insights for application in driving simulator Pulse rate variability analysis using remote photoplethysmography signals

Reference 35

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This paper cites Unifying frame rate and temporal dilations for improved remote pulse detection.

Contactless pulse rate assessment: Results and insights for application in driving simulator Unifying frame rate and temporal dilations for improved remote pulse detection

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This paper cites Uncertainties in the analysis of heart rate variability: A systematic review.

Contactless pulse rate assessment: Results and insights for application in driving simulator Uncertainties in the analysis of heart rate variability: A systematic review

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Contactless pulse rate assessment: Results and insights for application in driving simulator Clinically accurate fetal ECG parameters acquired from maternal abdominal sensors

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This paper cites Guidelines for the management of atrial fibrillation: The Task Force for the Management of Atrial Fibrillation of the European Society of Cardiology (ESC).

Contactless pulse rate assessment: Results and insights for application in driving simulator Guidelines for the management of atrial fibrillation: The Task Force for the Management of Atrial Fibrillation of the European Society of Cardiology (ESC)

Reference 39

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Contactless pulse rate assessment: Results and insights for application in driving simulator The efficiency of 10 -second resting heart rate for the evaluation of short -term heart rate variability indices

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Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.488494Z

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Contactless pulse rate assessment: Results and insights for application in driving simulator A new algorithm for fetal heart rate detection: Fractional order calculus approach

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This paper cites Webcam -based, non-contact, real-time measurement for the physiological parameters of drivers.

Contactless pulse rate assessment: Results and insights for application in driving simulator Webcam -based, non-contact, real-time measurement for the physiological parameters of drivers

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Resolution: verified exact; doi, observed 2026-08-16T04:25:53.122391Z

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Observation 277e03c2-86fa-4f06-b7d2-942a64ee5c64 · outbound

This paper cites Speed up Eulerian Video Motion Magnification.

Contactless pulse rate assessment: Results and insights for application in driving simulator Speed up Eulerian Video Motion Magnification

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Resolution: verified exact; doi, observed 2026-08-16T04:25:53.107912Z

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This paper cites Cardiovascular Physiology Concepts; Lippincott Williams & Wilkins: Philadelphia, PA, USA, 2011.

Contactless pulse rate assessment: Results and insights for application in driving simulator Cardiovascular Physiology Concepts; Lippincott Williams & Wilkins: Philadelphia, PA, USA, 2011

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This paper cites A comparative survey of methods for remote heart rate detection from frontal face videos.

Contactless pulse rate assessment: Results and insights for application in driving simulator A comparative survey of methods for remote heart rate detection from frontal face videos

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Contactless pulse rate assessment: Results and insights for application in driving simulator Resource Optimization of the Eulerian Video Magnification Algorithm Towards an Embedded Architecture

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Resolution: verified exact; raw_fallback, observed 2026-08-16T04:25:54.411890Z

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Observation 214404e7-9bc3-4235-b59e-1126a7bbdcc2 · outbound

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Contactless pulse rate assessment: Results and insights for application in driving simulator Accelerating Eulerian video magnification using FPGA

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Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:54.342133Z

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This paper cites Pattern Recognition and Machine Learning; Springer: New York, NY, USA, 2006; Volume 4, Number 4, p.

Contactless pulse rate assessment: Results and insights for application in driving simulator Pattern Recognition and Machine Learning; Springer: New York, NY, USA, 2006; Volume 4, Number 4, p

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Contactless pulse rate assessment: Results and insights for application in driving simulator Motion artifacts removal and evaluation techniques for functional near -infrared spectroscopy signals: A review

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Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:54.272786Z

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This paper cites Analysis and detection R -peak detection using Modified Pan-Tompkins algorithm.

Contactless pulse rate assessment: Results and insights for application in driving simulator Analysis and detection R -peak detection using Modified Pan-Tompkins algorithm

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Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:54.186530Z

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Observation 89657bb7-26b1-4188-8f72-340f0ae970d4 · outbound

This paper cites An optimally designed digital differentiator based preprocessor for R-peak detection in electrocardiogram signal.

Contactless pulse rate assessment: Results and insights for application in driving simulator An optimally designed digital differentiator based preprocessor for R-peak detection in electrocardiogram signal

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Resolution: verified exact; doi, observed 2026-08-16T04:25:53.093872Z

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Observation dc0d1398-028c-44ea-b45b-0563274ad16f · outbound

This paper cites Physiological responses to simulated and on -road driving.

Contactless pulse rate assessment: Results and insights for application in driving simulator Physiological responses to simulated and on -road driving

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This paper cites A Specialized System for Arrhythmia Detection for Basic Research in Cardiology.

Contactless pulse rate assessment: Results and insights for application in driving simulator A Specialized System for Arrhythmia Detection for Basic Research in Cardiology

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Resolution: verified exact; doi, observed 2026-08-16T04:25:53.074424Z

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Observation 702a2d8c-b7e2-4245-b08c-fa268aec99ce · outbound

This paper cites Biofingerprint detection of corona 24 virus using Raman spectroscopy: A novel approach.

Contactless pulse rate assessment: Results and insights for application in driving simulator Biofingerprint detection of corona 24 virus using Raman spectroscopy: A novel approach

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Resolution: verified exact; doi, observed 2026-08-16T04:25:53.061539Z

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This paper cites Comparison of values of Pearson’s and Spearman’s correlation coefficients on the same sets of data.

Contactless pulse rate assessment: Results and insights for application in driving simulator Comparison of values of Pearson’s and Spearman’s correlation coefficients on the same sets of data

Reference 55

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.555210Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ae68008c-2b66-4146-857a-8230d8d976ea · outbound

This paper cites A Tutorial on Principal Components Analysis ; University of Otago: Otago, New Zealand, 2002.

Contactless pulse rate assessment: Results and insights for application in driving simulator A Tutorial on Principal Components Analysis ; University of Otago: Otago, New Zealand, 2002

Reference 56

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:55.711686Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 24b75f41-83cf-4cc1-9845-65531d6c8e47 · outbound

This paper cites Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks.

Contactless pulse rate assessment: Results and insights for application in driving simulator Remote Photoplethysmograph Signal Measurement from Facial Videos Using Spatio-Temporal Networks

Reference 57

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.565250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 94974dd3-cd7c-4932-9fb9-958b3a7d009a · outbound

This paper cites Empatica E3—A wearable wireless multi-sensor device for real-time computerized biofeedback and data acquisition.

Contactless pulse rate assessment: Results and insights for application in driving simulator Empatica E3—A wearable wireless multi-sensor device for real-time computerized biofeedback and data acquisition

Reference 58

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:54.118390Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ae034477-4d2d-4cb9-89ac-c6c1427a245d · outbound

This paper cites Heart rate estimation from wrist- worn photoplethysmography: A review.

Contactless pulse rate assessment: Results and insights for application in driving simulator Heart rate estimation from wrist- worn photoplethysmography: A review

Reference 59

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:54.029071Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 93ce5b8b-1f7a-4bab-ae68-492561f2b8d8 · outbound

This paper cites Remote photoplethysmography for heart rate measurement: A review.

Contactless pulse rate assessment: Results and insights for application in driving simulator Remote photoplethysmography for heart rate measurement: A review

Reference 60

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.578429Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation f472eb07-b429-4850-b9e8-89818d47f393 · outbound

This paper cites Unsupervised skin tissue segmentation for remote photoplethysmography.

Contactless pulse rate assessment: Results and insights for application in driving simulator Unsupervised skin tissue segmentation for remote photoplethysmography

Reference 61

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.582691Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation ffbb5a8a-19a5-413b-819d-7196dc45d55a · outbound

This paper cites Video- based heart rate estimation from challenging scenarios using synthetic video generation.

Contactless pulse rate assessment: Results and insights for application in driving simulator Video- based heart rate estimation from challenging scenarios using synthetic video generation

Reference 62

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.587229Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation aba6ae64-79e5-4232-96d0-afc9ba9a6ae9 · outbound

This paper cites Implementation of haar cascade classifier and eye aspect ratio for driver drowsiness detection using raspberry Pi.

Contactless pulse rate assessment: Results and insights for application in driving simulator Implementation of haar cascade classifier and eye aspect ratio for driver drowsiness detection using raspberry Pi

Reference 63

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:53.825063Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e38b3e12-0530-41de-85c2-689de6b86438 · outbound

This paper cites Investigating sources of inaccuracy in wearable optical heart rate sensors.

Contactless pulse rate assessment: Results and insights for application in driving simulator Investigating sources of inaccuracy in wearable optical heart rate sensors

Reference 64

Resolution: malformed identifier; doi_truncated, observed 2026-08-16T04:25:53.021004Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 502838d4-fda5-4bd0-9112-9047a5a92d4f · outbound

This paper cites Validity of the Empatica E4 wristband to estimate resting-state heart rate variability in a lab-based context.

Contactless pulse rate assessment: Results and insights for application in driving simulator Validity of the Empatica E4 wristband to estimate resting-state heart rate variability in a lab-based context

Reference 65

Resolution: verified exact; doi, observed 2026-08-16T04:25:53.008182Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation f714280f-9a07-4df4-a3ca-8078399e1894 · outbound

This paper cites Distress Detection in VR environment using Empatica E4 wristband and Bittium Faros 360.

Contactless pulse rate assessment: Results and insights for application in driving simulator Distress Detection in VR environment using Empatica E4 wristband and Bittium Faros 360

Reference 66

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:53.736394Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 34760c1b-bddd-485f-b689-09769e91399b · outbound

This paper cites -S.; Jäntti, H.

Contactless pulse rate assessment: Results and insights for application in driving simulator -S.; Jäntti, H

Reference 67

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.992941Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7d270d94-4baa-4861-96e5-f9513c9ba837 · outbound

This paper cites Robust confidence intervals for effect sizes: A comparative study of Cohen’s d and Cliff’s delta under non -normality and heterogeneous variances.

Contactless pulse rate assessment: Results and insights for application in driving simulator Robust confidence intervals for effect sizes: A comparative study of Cohen’s d and Cliff’s delta under non -normality and heterogeneous variances

Reference 68

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:55.691953Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 923f83a8-2dc4-4b93-941d-12f1a3ce4696 · outbound

This paper cites Mmpd: Multi-domain mobile video physiology dataset.

Contactless pulse rate assessment: Results and insights for application in driving simulator Mmpd: Multi-domain mobile video physiology dataset

Reference 69

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.619963Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation a86a6010-14fa-4e19-a7fc-7a6d6713fbd7 · outbound

This paper cites Fusion method to estimate heart rate from facial videos based on RPPG and RBCG.

Contactless pulse rate assessment: Results and insights for application in driving simulator Fusion method to estimate heart rate from facial videos based on RPPG and RBCG

Reference 70

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.624183Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1ccb1427-67cc-44f5-aa80-aef7429bbdc9 · outbound

This paper cites Non-Contact Health Monitoring During Daily Personal Care Routines.

Contactless pulse rate assessment: Results and insights for application in driving simulator Non-Contact Health Monitoring During Daily Personal Care Routines

Reference 71

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.969923Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation bec4e9f1-67bb-410b-9d4d-d43606f55903 · outbound

This paper cites Contactless heart rate estimation from face videos.

Contactless pulse rate assessment: Results and insights for application in driving simulator Contactless heart rate estimation from face videos

Reference 72

Resolution: verified exact; raw_fallback, observed 2026-08-16T04:25:53.593292Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 02465218-24c0-44de-86e5-f6514cfb77dd · outbound

This paper cites Real -time realizable mobile imaging photoplethysmography.

Contactless pulse rate assessment: Results and insights for application in driving simulator Real -time realizable mobile imaging photoplethysmography

Reference 73

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.895523Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 8a5762a4-4434-4a5f-8bef-c896f3665de7 · outbound

This paper cites Imaging photoplethysmography: A real-time signal quality index.

Contactless pulse rate assessment: Results and insights for application in driving simulator Imaging photoplethysmography: A real-time signal quality index

Reference 74

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.882590Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation ffc499e6-2a7d-4aa4-97a7-92fcffe40563 · outbound

This paper cites Twenty -four hour time domain heart rate variability and heart rate: Relations to age and gender over nine decades.

Contactless pulse rate assessment: Results and insights for application in driving simulator Twenty -four hour time domain heart rate variability and heart rate: Relations to age and gender over nine decades

Reference 75

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.644822Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 4340f3a0-426e-4484-8e9a-f800cd2473d9 · outbound

This paper cites Non -contact pulse rate measurement using facial videos.

Contactless pulse rate assessment: Results and insights for application in driving simulator Non -contact pulse rate measurement using facial videos

Reference 76

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.649204Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 1d873684-f35a-4fee-8090-372c83b0b5ad · outbound

This paper cites Non-contact video-based estimation of heart rate variability spectrogram from hemoglobin composition.

Contactless pulse rate assessment: Results and insights for application in driving simulator Non-contact video-based estimation of heart rate variability spectrogram from hemoglobin composition

Reference 77

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.863280Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 7ae0b087-8371-44cb-9ed2-0e25f32a9e95 · outbound

This paper cites Evaluating the Empatica E4 derived heart rate and heart rate variability measures in older men and women.

Contactless pulse rate assessment: Results and insights for application in driving simulator Evaluating the Empatica E4 derived heart rate and heart rate variability measures in older men and women

Reference 78

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.657935Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 20b3e236-0ed2-40c7-a0d0-235695bdc4a2 · outbound

This paper cites Comparison of Apple watch vs KardiaMobile: A tale of two devices.

Contactless pulse rate assessment: Results and insights for application in driving simulator Comparison of Apple watch vs KardiaMobile: A tale of two devices

Reference 79

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.662015Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 5a2055f3-bb97-4f4a-9930-aaeec783c8c1 · outbound

This paper cites The normal range and determinants of the intrinsic heart rate in man.

Contactless pulse rate assessment: Results and insights for application in driving simulator The normal range and determinants of the intrinsic heart rate in man

Reference 80

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.841800Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation fcd3b3bf-944c-4dfb-b720-cb94507cfb2d · outbound

This paper cites The use of heart rate in a driving simulator as an indicator of age-related differences in driver workload.

Contactless pulse rate assessment: Results and insights for application in driving simulator The use of heart rate in a driving simulator as an indicator of age-related differences in driver workload

Reference 81

Resolution: verified fuzzy; raw_fallback, observed 2026-08-16T04:25:55.674237Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation e86e7aa3-56dc-4658-8f9f-64600dd1c7d4 · outbound

This paper cites Dataset comprising extracted R, G, and B components for assessment of remote photopletismography (Version 1) [Data set].

Contactless pulse rate assessment: Results and insights for application in driving simulator Dataset comprising extracted R, G, and B components for assessment of remote photopletismography (Version 1) [Data set]

Reference 82

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.829189Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 0a6b52ff-edbb-45c7-b1c4-5b30f10d6412 · outbound

This paper cites Contactless physiological signals extraction based on skin color magnification.

Contactless pulse rate assessment: Results and insights for application in driving simulator Contactless physiological signals extraction based on skin color magnification

Reference 83

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.816297Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 04b855ad-a18e-47fb-aae8-0a73d6a310c5 · outbound

This paper cites A deep learning approach for face detection using YOLO.

Contactless pulse rate assessment: Results and insights for application in driving simulator A deep learning approach for face detection using YOLO

Reference 84

Resolution: metadata mismatch; raw_fallback, observed 2026-08-16T04:25:53.376879Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 1cfd0f16-f429-486c-827e-6e42e5fdfa2e · outbound

This paper cites Skin segmentation using color pixel classification: Analysis and comparison.

Contactless pulse rate assessment: Results and insights for application in driving simulator Skin segmentation using color pixel classification: Analysis and comparison

Reference 85

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.685685Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation 6fa62f21-2a99-4b91-b0ad-3d26d6f145ed · outbound

This paper cites You only look once: Unified, real -time object detection.

Contactless pulse rate assessment: Results and insights for application in driving simulator You only look once: Unified, real -time object detection

Reference 86

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.689704Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation fe0d8e5d-bce5-43d6-9e5a-851249f51068 · outbound

This paper cites The Evaluation of Remote Monitoring Technology Across Participants with Different Skin Tones.

Contactless pulse rate assessment: Results and insights for application in driving simulator The Evaluation of Remote Monitoring Technology Across Participants with Different Skin Tones

Reference 87

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.693810Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

Observation b5264371-9227-4fad-b80d-8190408257f2 · outbound

This paper cites Evaluation of Remote Monitoring Technology across 26 different skin tone participants.

Contactless pulse rate assessment: Results and insights for application in driving simulator Evaluation of Remote Monitoring Technology across 26 different skin tone participants

Reference 88

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.778659Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 21792d14-4e00-42c7-93af-478056b63e1e · outbound

This paper cites Detecting Deepfake Videos Using Euler Video Magnification.

Contactless pulse rate assessment: Results and insights for application in driving simulator Detecting Deepfake Videos Using Euler Video Magnification

Reference 89

Resolution: verified exact; local_arxiv, observed 2026-08-16T04:25:52.766321Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation 5ab00c5e-d082-4a7b-b85a-a4249d59d2d9 · outbound

This paper cites Deepfakes detection based on heart rate estimation: Single-and multi-frame.

Contactless pulse rate assessment: Results and insights for application in driving simulator Deepfakes detection based on heart rate estimation: Single-and multi-frame

Reference 90

Resolution: verified exact; doi, observed 2026-08-16T04:25:52.749174Z

Source-reported events for the cited work

No event found in the named queried sources as of 2026-08-23T06:30:58.430688+00:00.

Observation c56c97dc-686f-4791-8ed7-759a6a52a6d2 · outbound

This paper cites an unresolved cited work.

Contactless pulse rate assessment: Results and insights for application in driving simulator Unresolved cited work

Reference 2429

Resolution: unresolved; no resolver link, observed 2026-08-16T04:25:52.484250Z

Source-reported events for the cited work

Unavailable: canonical work link unavailable.

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