11th EAI International Conference on Mobile Multimedia Communications

Research Article

An Implementation of Cloud Based Camera Monitoring System for Healthcare

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  • @INPROCEEDINGS{10.4108/eai.21-6-2018.2276496,
        author={Feng Gao and Honggang Wang and Hua Fang},
        title={An Implementation of Cloud Based Camera Monitoring System for Healthcare},
        proceedings={11th EAI International Conference on Mobile Multimedia Communications},
        publisher={EAI},
        proceedings_a={MOBIMEDIA},
        year={2018},
        month={9},
        keywords={svm opencv machine learning},
        doi={10.4108/eai.21-6-2018.2276496}
    }
    
  • Feng Gao
    Honggang Wang
    Hua Fang
    Year: 2018
    An Implementation of Cloud Based Camera Monitoring System for Healthcare
    MOBIMEDIA
    EAI
    DOI: 10.4108/eai.21-6-2018.2276496
Feng Gao1, Honggang Wang1,*, Hua Fang1
  • 1: University of Massachusetts Dartmouth
*Contact email: hwang1@umassd.edu

Abstract

New babies bring numerous happiness to parents as well as responsibilities. Parents would better fix their eyes on babies to guarantee everything run smoothly during their growing process. But it’s hard to handle all other issues meantime looking after baby, especially for working couples. The proposoed infant monitoring system help to solve such problem, then parents could get baby status anywhere anytime. The proposed system is able to detects baby’s sleeping status through OpenCV computer vision method and baby’s crying through SVM Machine Learning method combined with MFCC acoustic character, assisting pediatrician to make a precise diagnose. The whole system consists of wireless terminal running on Openwrt Operating System and the Media Cloud Server built on AWS platform. The terminal captures and sends the live steaming complied by ffmpeg multimedia lib with the RTMP protocol to server. Media Cloud Server analyzes the received video and audio streaming separately, displays result and store the useful information.