딥러닝 기반 영상 분석 알고리즘을 이용한 실시간 작업자 안전관리 시스템 개발

• Published in: 스마트미디어저널 Vol. 9; no. 3; pp. 25 - 30
• Main Authors: 전소연(So Yeon Jeon), 박종화(Jong Hwa Park), 윤상병(Sang Byung Youn), 김영수(Young Soo Kim), 이용성(Yong Sung Lee), 전지혜(Ji Hye Jeon)
• Format: Journal Article
• Language: Korean
• Published: 한국스마트미디어학회 30.09.2020; Korean Institute of Smart Media; (사)한국스마트미디어학회
• Subjects: 컴퓨터학; Deep learning; 객체 검출; Video analysis; Real-time; Object detection; 딥러닝; 영상 분석; 실시간
• ISSN: 2287-1322; 2288-9671
• DOI: 10.30693/smj.2020.9.3.25

The purpose of this paper is to implement a deep learning-based real-time video analysis algorithm that monitors safety of workers in industrial facilities. The worker's clothes were divided into six classes according to whether workers are wearing a helmet, safety vest, and safety belt, and a...

Table of Contents:

• 서론 Ⅱ. 관련연구 Ⅲ. 데이터셋 구축 Ⅳ. 실험 및 결과 Ⅴ. 결론 REFERENCES