Skip to main content
Disciplines
Automotive Business IT + Informatics Construction + Real Estate Electrical Engineering + Electronics Energy + Sustainability Insurance + Risk Finance + Banking Management + Leadership Marketing + Sales Mechanical Engineering + Materials
Events
DE
EN
Books
Journals
Topic Page
Marketing
Start single access now
Access for companies
EXTENDED SEARCH
Log in
Top
Published in:
Research on the Integrated Situation Analysis of Ship Mariners Team Read chapter Read first chapter

2020 | OriginalPaper | Chapter

Study on Fatigue Detection Method of Ship Operator Based on Face Recognition Technology

Authors : Jian Zhang, Jun Peng, Xiaoxi Han, Shenghang Xu, Chuan Wang

Published in: Man-Machine-Environment System Engineering

Publisher: Springer Singapore

Log in

Activate our intelligent search to find suitable subject content or patents.

search-config
loading …

Abstract

Aiming at the problem of human error caused by the fatigue operation of ship operators, this paper proposes a method for fatigue detection of ship operators. The AdaBoost algorithm is used to detect the face of the ship operator, locate and analyze the eyes and mouth in the detected face area, and judge the fatigue state by information fusion in the decision-making stage. The results show that the method can accurately detect the state of eyes and mouth and effectively detect whether the ship operator is in the state of fatigue operation.

Dont have a licence yet? Then find out more about our products and how to get one now:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

inform now

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

inform now
previous chapter Study on Fatigue Detection of Ship Operator Based on Eye Features
next chapter Hybrid Model of Eye Movement Behavior Recognition for Virtual Workshop
Literature
1.
Study on human–machine interface design of nuclear power plant control room. In: 19th international conference on man-machine-environment system engineering, Shanghai, P.R. China (2019)
2.
Li R, Cai B, Liu L etc (2016) Driver’s eye state recognition based on model. J Instrum 37(1):184–191
3.
Zou X, Wang S, Zhao W etc (2017) Fatigue driving detection based on state recognition of eyes and mouth. J Jilin Univ 35(2):204–211
4.
Zhang C, Liu H, Lei B etc (2011) An image segmentation method based on rough set and FCM. J Jiangxi Univ Sci Technol 32(1):60–65
5.
Li M, Fu M, Cao D etc (2013) Improved Adaboost face detection algorithm based on skin color detection. Comput Eng 38(19):147–150
6.
Wang Junling, Peng Wen (2017) Face recognition algorithm based on Daubechies wavelet. J Jiangxi Univ Sci Technol 38(3):81–85
7.
Kanghua Wu (2018) Design of driving fatigue detection system based on PERCLOS. Zhejiang Univ, Hangzhou
Metadata
Title
Study on Fatigue Detection Method of Ship Operator Based on Face Recognition Technology
Authors
Jian Zhang
Jun Peng
Xiaoxi Han
Shenghang Xu
Chuan Wang
Copyright Year
2020
Publisher
Springer Singapore
Book
Man-Machine-Environment System Engineering

Print ISBN: 978-981-15-6977-7

Electronic ISBN: 978-981-15-6978-4

Copyright Year: 2020

DOI
https://doi.org/10.1007/978-981-15-6978-4_26