Towards health monitoring in visual surveillance

Hassan, M A; Malik, Aamir Saeed; Saad, Mohamad Naufal Mohamad; Karasfi, Babak; Fofi, David; Sohail, Wafa

doi:10.1109/icias.2016.7824046

Cited by 4 publications

(3 citation statements)

References 15 publications

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“…Traditionally electrocardiogram (ECG) and pulse oximeter attached to the fingertips or earlobes were used to measure the heart rate. These methods often caused discomfort to the patient [1,2]. The ability to monitor heart rate remotely by non-contact means is a growing interest in healthcare [3,4].…”

Section: Introductionmentioning

confidence: 99%

“…RGB camera based health monitoring has become one of the interesting avenues for remote health monitoring due to its inexpensive sensor and, low computational and implementation complexity. The proficiency to perform multiple sensing using single sensor has motivated researchers to make this technology sustainable [14,1]. The application and maturity of the technology are still in progress.…”

Section: Introductionmentioning

confidence: 99%

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Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study

et al. 2020

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a b s t r a c tThe paper presents a feasibility study for heart rate measurement using a digital camera to perform health monitoring. The feasibility study investigates the reliability of the state of the art heart rate measuring methods in realistic situations. Therefore, an experiment was designed and carried out on 45 subjects to investigate the effects caused by illumination, motion, skin tone, and distance variance. The experiment was conducted for two main scenarios; human-computer interaction scenario and health monitoring scenario. The human-computer scenario investigated the effects caused by illumination variance, motion variance, and skin tone variance. The health monitoring scenario investigates the feasibility of health monitoring at public spaces (i.e. airports, subways, malls). Five state of the art heart rate measuring methods were re-implemented and tested with the feasibility study database. The results were compared with ground truth to estimate the heart rate measurement error. The heart rate measurement error was analyzed using mean error, standard deviation; root means square error and Pearson correlation coefficient. The findings of this experiment inferred promising results for health monitoring of subjects standing at a distance of 500 cm.

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Section: Introductionmentioning

confidence: 99%

Section: Introductionmentioning

confidence: 99%

Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study

et al. 2020

Self Cite

View full text Add to dashboard Cite

show abstract

“…Traditional electrocardiogram (ECG) and pulse oximeter attached to the fingertips or earlobes were used to measure the heart rate. These methods often caused discomfort to the patient (Hassan et al, 2016). The ability to monitor heart rate remotely by non-contact means is a growing interest in healthcare (Zhang, 2017).…”

Section: Introductionmentioning

confidence: 99%

Experimental Study of the Classical Music and Light Intensity Effect on the Heart Rate of the Readers (A Case Study in Industrial Engineering Library, Diponegoro University)

Prastawa

Susanto

Mahachandra

2020

JITI

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This paper aims at determining the effect of music and light intensity on heart rate and perceptions of visitors in Industrial Engineering Library, analyzing the performance of users in various treatment conditions and by doing so, providing recommendations for the right combination of treatments to increase concentration and increase the level of relaxation. It proves a better performance of the students when they work in better physical environment design, especially in the library. Based on preliminary studies, it is indicated that the Industrial Engineering Library (IEL) needs re-engineering of the light and sound condition. The library room does not inline with the Head of National Library of Indonesia's rules, number 13 of 2017, about the national standard of college libraries for lighting condition. Besides, about 90.2% of students feel the classical music increases comfort and concentration in reading activities. The research data was collected by recording 24 respondents' heart rate and processed by experimental design using SPSS software. The result provides recommendations from the human physical aspect by selecting the treatment to achieve the highest performance. An additional questionnaire with a Likert scale was disseminated to measure the respondents' perceptions. The results showed that the interaction of 200-600 lux lighting and classical music variables was the best treatment to achieve the highest performance.

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Effect of motion artifact on digital camera based heart rate measurement

Hassan¹,

Malik

Saad

et al. 2017

2017 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC)

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Remote health monitoring is an emerging field in biomedical technology. Digital camera based heart rate measurement method is a recent development which would make remote health monitoring reliable and sustainable in future. This paper presents an investigation on the effect of motion artifact on digital camera-based heart rate measurement. The paper will discuss details on the principles and effects of motion artifacts on photoplethysmography signals. An experiment is conducted using publicly available MAHNOB-HCI database. We have investigated the effects of static scenarios, scenarios involving rigid motion and scenarios involving non-rigid motion. The experiment was tested on state of the art digital camera based heart rate measuring methods. The results showed the effectiveness of the methods and provide a direction to overcome/minimize the effect of motion artifacts for future research.

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Towards health monitoring in visual surveillance

Cited by 4 publications

References 15 publications

Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study

Towards health monitoring using remote heart rate measurement using digital camera: A feasibility study

Experimental Study of the Classical Music and Light Intensity Effect on the Heart Rate of the Readers (A Case Study in Industrial Engineering Library, Diponegoro University)

Effect of motion artifact on digital camera based heart rate measurement

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