Video-based Heart Rate Estimation using Embedded Architectures

نویسندگان

چکیده

Monitoring a driver’s heart rate is an important determinant to his health condition. The monitoring system must be accurate and non restrictive the user’s actions. Estimating change in usual beat pattern can prevent undesirable outcomes. Several methods exist estimate without any contact. In this paper, we are focusing on method that uses remote photoplethysmography (rPPG). rPPG technique where extracted from PPG signal. signal changes blood flow corresponds color variations recorded through RGB camera. work, different study was based existing algorithm presented determine its processing time. proposed divided into global blocks each block functional (FBs). Though evaluating all blocks’ time, it possible most time consuming blocks. results implemented architectures: Desktop, Odroid XU4 Jetson Nano provide higher performance.

برای دانلود باید عضویت طلایی داشته باشید

برای دانلود متن کامل این مقاله و بیش از 32 میلیون مقاله دیگر ابتدا ثبت نام کنید

اگر عضو سایت هستید لطفا وارد حساب کاربری خود شوید

منابع مشابه

Heart Beat Rate Estimation from Video

The thesis describes an implementation of a method estimating the heart beat rate based on an analysis of the color changes measured in a video of a human face. We use a 3D facial landmark tracker that allows to extract a stable region on a face needed to acquire a robust measurement of the color changes. A simple model is proposed to approximate a linear projection of the color signal by sinus...

متن کامل

Non-contact video based estimation for heart rate variability using ambient light by extracting hemoglobin information

In this paper, we propose the method of heart rate (HR) and heart rate variability (HRV) spectrogram estimation by analyzing extracted hemoglobin concentration from facial color images. Our method does not require any special camera. In addition, stable presumption is possible even under the ambient light sources. As a result, we could get HR around 99% accuracy and could get HRV spectrogram wi...

متن کامل

Operator Fatigue Estimation Using Heart Rate Measures

The growing number of fatigue related accidents in recent years has become a serious concern. Accidents caused by fatigue in transportation and in mining operations involving heavy equipment can lead to substantial damage and loss of human life. Preventing such fatigue related accidents is highly desirable, but requires techniques for continuously estimating and predicting the operator’s alertn...

متن کامل

An Improved Motion Vector Estimation Approach for Video Error Concealment Based on the Video Scene Analysis

In order to enhance the accuracy of the motion vector (MV) estimation and also reduce the error propagation issue during the estimation, in this paper, a new adaptive error concealment (EC) approach is proposed based on the information extracted from the video scene. In this regard, the motion information of the video scene around the degraded MB is first analyzed to estimate the motion type of...

متن کامل

Embedded Prototype System for Monitoring Heart Rate

The vital signs monitoring is very important for patients that suffers some chronic disease because they reflect basic and essential functions in the body. In Mexico, in the last few years, we have noticed that the mortality rate in patients with heart disease has increased significantly due to late diagnosis and lack medical care to patients who have been diagnosed. This work presents a propos...

متن کامل

ذخیره در منابع من


  با ذخیره ی این منبع در منابع من، دسترسی به آن را برای استفاده های بعدی آسان تر کنید

ژورنال

عنوان ژورنال: International Journal of Advanced Computer Science and Applications

سال: 2023

ISSN: ['2158-107X', '2156-5570']

DOI: https://doi.org/10.14569/ijacsa.2023.01405119