Automated Activity Monitoring using a Visual Sensor

被引：0
|
作者：
Kim, Haelyeon [1 ]
Kim, Heegon [1 ]
Lee, Sungju [1 ]
Chung, Yongwha [1 ]
机构：
[1] Korea Univ, Dept Comp & Informat Sci, Sejong City, South Korea
来源：
2012 6TH INTERNATIONAL CONFERENCE ON NEW TRENDS IN INFORMATION SCIENCE, SERVICE SCIENCE AND DATA MINING (ISSDM2012) | 2012年
关键词：
video sensor; activity monitoring; abnormal behavior detection; MOTION; SURVEILLANCE;
D O I：
暂无
中图分类号：
TP18 [人工智能理论];
学科分类号：
081104 ; 0812 ; 0835 ; 1405 ;
摘要：
Automated activity monitoring becomes important in many applications such as healthcare. In this paper, we propose an automated solution for measuring the daily-life activities of livestock by using video data in order to manage the healthcare problem of group-housed pigs. We first extract activity data from the video and then measure the amount of the daily-life activities caused by group-housed pigs. From the experimental results, we believe our method can be either a standalone solution or an additional solution to known methods for detecting abnormal behavior in group-housed pigs accurately.
引用
收藏
页码：529 / 532
页数：4
相关论文
共 50 条
  • [31] SoilCam: A Fully Automated Minirhizotron using Multispectral Imaging for Root Activity Monitoring
    Rahman, Gazi
    Sohag, Hanif
    Chowdhury, Rakibul
    Wahid, Khan A.
    Dinh, Anh
    Arcand, Melissa
    Vail, Sally
    [J]. SENSORS, 2020, 20 (03)
  • [32] Automated Activity Recognition and Monitoring of Elderly Using Wireless Sensors: Research Challenges
    Ranasinghe, Damith C.
    Torres, Roberto L. Shinmoto
    Wickramasinghe, Asanga
    [J]. 2013 5TH IEEE INTERNATIONAL WORKSHOP ON ADVANCES IN SENSORS AND INTERFACES (IWASI), 2013, : 224 - 227
  • [33] USABILITY OF A VISUAL ACTIVITY MONITORING SYSTEM
    不详
    [J]. GERONTOLOGIST, 2008, 48 : 249 - 249
  • [34] Machine Learning for Automated Sand Transport Monitoring in a Pipeline Using Distributed Acoustic Sensor Data
    Gietz, Harrison
    Sharma, Jyotsna
    Tyagi, Mayank
    [J]. IEEE SENSORS JOURNAL, 2024, 24 (14) : 22444 - 22457
  • [35] Automated Visual Cognitive Tasks for Recording Neural Activity Using a Floor Projection Maze
    Jacobson, Tara K.
    Ho, Jonathan W.
    Kent, Brendon W.
    Yang, Fang-Chi
    Burwell, Rebecca D.
    [J]. Jove-Journal of Visualized Experiments, 2014, (84):
  • [36] A network of sensor-based framework for automated visual surveillance
    Aguilar-Ponce, Ruth
    Kumar, Ashok
    Tecpanecatl-Xihuitl, J. Luis
    Bayoumi, Magdy
    [J]. JOURNAL OF NETWORK AND COMPUTER APPLICATIONS, 2007, 30 (03) : 1244 - 1271
  • [37] Automated Methodology for Dependability Evaluation of Wireless Visual Sensor Networks
    Jesus, Thiago C.
    Portugal, Paulo
    Vasques, Francisco
    Costa, Daniel G.
    [J]. SENSORS, 2018, 18 (08)
  • [38] A CNN Based Automated Activity and Food Recognition Using Wearable Sensor for Preventive Healthcare
    Hussain, Ghulam
    Maheshwari, Mukesh Kumar
    Memon, Mudasar Latif
    Jabbar, Muhammad Shahid
    Javed, Kamran
    [J]. ELECTRONICS, 2019, 8 (12)
  • [39] An automated system for monitoring fish activity patterns
    Burns, MD
    Fraser, NHC
    Metcalfe, NB
    [J]. TRANSACTIONS OF THE AMERICAN FISHERIES SOCIETY, 1997, 126 (06) : 1036 - 1040
  • [40] A Portable and Visual Electrobiochemical Sensor for Lactate Monitoring in Sweat
    Mohammadifar, Maedeh
    Choi, Seokheun
    [J]. 2018 IEEE 12TH INTERNATIONAL CONFERENCE ON NANO/MOLECULAR MEDICINE AND ENGINEERING (IEEE - NANOMED), 2018, : 73 - 77
12345