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:
Observer Design for Discrete-Time Switched Lipschitz Nonlinear Singular Systems with Time Delays and Unknown Inputs Read chapter Read first chapter

2016 | OriginalPaper | Chapter

24. Image Threshold Processing Based on Simulated Annealing and OTSU Method

Authors : Yue Zhang, Hong Yan, Xiaofu Zou, Fei Tao, Lin Zhang

Published in: Proceedings of the 2015 Chinese Intelligent Systems Conference

Publisher: Springer Berlin Heidelberg

Log in

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

search-config
loading …

Abstract

This chapter analyzes Maximum between-Cluster Variance method to conduct image threshold, coming up with an optimizing searching method of image segmentation with simulated annealing optimization algorithm. This algorithm determines the optimal threshold adaptively, and has strong adaptability and good effect of image segmentation, and it can greatly reduce the computational complexity. And it is optimized by multi-threading, which improves the parallel algorithm, and speeds up the efficiency of the algorithm.

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

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

inform now
previous chapter Region-Based Shape Control for Multi-Robot Systems with Uncertain Kinematics and Dynamics
next chapter Fault Tolerant Tracking Control for a Team of Non-Minimum Phase VTOL Aircrafts Based on Virtual Leader Structure
Literature
1.
Hai-kun Z, Wei-can Z (2007) Image segmentation based on an improved OTSU algorithm. J Chongqing Inst Technol
2.
Zhang J, Hu J (2008) Image segmentation based on 2D OTSU method with histogram analysis. In: International conference on computer science and software engineering, pp 105–108
3.
Wang HY, Pan DL, Xia DS (2007) A fast algorithm for two-dimensional OTSU adaptive threshold algorithm. Acta Automatica Sinica 9:968–971MathSciNet
4.
Mei-yan C, Qing-xian W, Chang-sheng J (2007) Target image segmentation based on modified OTSU algorithm. Electron Opt Control
5.
Yu J (2009) OTSU method and K-means. Ninth Int Conf Hybrid Intell Syst 2009:344–349
6.
7.
Xiang-yang X, En-min S, Liang-hai J (2009) Characteristic analysis of threshold based on OTSU criterion. Acta Electronica Sinica 37(12):2716–2719
8.
Shi J, Malik J (2000) Normalized cuts and image segmentation. Ranaon on Arn Analy and Mahn Nllgn 22(8):888–905
9.
Cheng HD, Jiang XH, Sun Y et al (2001) Color image segmentation: advances and prospects. Pattern Recognit 34:2259–2281CrossRefMATH
10.
11.
Felzenszwalb PF, Huttenlocher DP (1998) Image segmentation using local variation. In: Proceedings of IEEE conference on computer vision and pattern recognition, pp 98–104
12.
Sharon E, al E (2000) Fast multiscale image segmentation. Proc IEEE Conf Comput Vis Pattern Recognit 1:70–77
13.
Dowsland KA, Thompson JM (2012) Handbook of natural computing. Springer, Berlin
14.
Metadata
Title
Image Threshold Processing Based on Simulated Annealing and OTSU Method
Authors
Yue Zhang
Hong Yan
Xiaofu Zou
Fei Tao
Lin Zhang
Copyright Year
2016
Publisher
Springer Berlin Heidelberg
Book
Proceedings of the 2015 Chinese Intelligent Systems Conference

Print ISBN: 978-3-662-48384-8

Electronic ISBN: 978-3-662-48386-2

Copyright Year: 2016

DOI
https://doi.org/10.1007/978-3-662-48386-2_24

Premium Partner

    Image Credits