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NTIS 바로가기The journal of the institute of internet, broadcasting and communication : JIIBC, v.23 no.4, 2023년, pp.107 - 113
김동준 (한성대학교 컴퓨터공학부) , 최유진 (한성대학교 컴퓨터공학부) , 박경민 (한성대학교 컴퓨터공학부) , 박지현 (한성대학교 컴퓨터공학부) , 이재문 (한성대학교 컴퓨터공학부) , 황기태 (한성대학교 컴퓨터공학부) , 정인환 (한성대학교 컴퓨터공학부)
This paper proposes a method for detecting smoking behavior in images using artificial intelligence technology. Since smoking is not a static phenomenon but an action, the object detection technology was combined with the posture estimation technology that can detect the action. A smoker detection l...
Tamang, Sanjog, et al. "Enhancing COVID-19 Safety: Exploring YOLOv8 Object Detection for Accurate Face Mask Classification." International Journal of Intelligent Systems and Applications in Engineering, Vol. 11, No. 2, pp. 892-897, 2023.?
Jae Moon Lee, Kitae Hwang, Inhwan Jung, Development of a Hole Cup Recognition Model on Golf Green Using Object Detection Technology, The Journal of The Institute of Internet, Broadcasting and Communication (IIBC), Vol. 23, No. 1, pp. 15-21, 2023. DOI : http://doi.org/10.7236/JIIBC.2023.23.1.15?
Fujiwara, K., and K. Yokomitsu. "Video-based tracking approach for nonverbal synchrony: a comparison of Motion Energy Analysis and OpenPose." Behavior Research Methods, Vol. 53, pp. 2700-2711, 2021.
Choi, Nak-Hun, Oh, Jong-Seok, Ahn, Jong-Rok and Kim, Key-Sun, "A Development of Defeat Prediction Model Using Machine Learning in Polyurethane Foaming Process for Automotive Seat", Journal of the Korea Academia-Industrial cooperation Society, Vol. 22, No. 6, pp. 36-42, 2021. DOI : http://doi.org/10.5762/KAIS.2021.22.6.36?
AIHUB: https://aihub.or.kr/?
Cigarette Smoker Detection: https://www.kaggle.com/datasets/vitaminc/cigarette-smoker-detection?
Roboflow: https://app.roboflow.com/object-detection-nr1m4?
Horvath, Daniel, et al. "Object detection using sim2real domain randomization for robotic applications." IEEE Transactions on Robotics, Vol. 39, No. 2, pp. 1225-1243, 2022.?
Bewley, Alex, et al. "Simple online and realtime tracking." 2016 IEEE international conference on image processing (ICIP). IEEE, pp. 3464-3468, 2016.?
Patel, Hitesh A., and Darshak G. Thakore. "Moving object tracking using kalman filter." International Journal of Computer Science and Mobile Computing, Vol. 2, No. 4, pp. 326-332, 2013.?
Luque, Amalia, et al. "The impact of class imbalance in classification performance metrics based on the binary confusion matrix", Pattern Recognition, 91, pp 216-231, 2019).
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