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:
A Proposed Artificial Neural Network (ANN) Model Using Geophone Sensors to Detect Elephants Near the Railway Tracks Read chapter Read first chapter

2018 | OriginalPaper | Chapter

Efficient Contrast Enhancement Based on Local–Global Image Statistics and Multiscale Morphological Filtering

Authors : Gunjan Gautam, Susanta Mukhopadhyay

Published in: Advanced Computational and Communication Paradigms

Publisher: Springer Singapore

Log in

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

search-config
loading …

Abstract

In this paper, image contrast enhancement is achieved by combining together the local–global image statistics and multiscale morphological filtering (MMF). The proposed method has been executed on two different sets of images, and the result has been compared with that of some existing standard methods, namely histogram equalization (HE), contrast limited adaptive histogram equalization (CLAHE), and multiscale morphology in order to have an outlook on the relative performances. The experimental results manifest that the proposed method produced results superior to the methods compared.

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 An Efficient Approach for Detecting Wormhole Attacks in AODV Routing Protocol
next chapter Bag-of-Tasks Intelligent Scheduling Agent (BISA) in Cloud Computing
Literature
1.
Zuiderveld, K.: Contrast limited adaptive histogram equalization. In: Graphics Gems IV, pp. 474–485. Academic Press Professional, Inc. (1994)CrossRef
2.
Wang, Y., Chen, Q., Zhang, B.: Image enhancement based on equal area dualistic sub-image histogram equalization method. IEEE Trans. Consum. Electron. 45(1), 68–75 (1999)CrossRef
3.
Kim, M., Chung, M.G.: Recursively separated and weighted histogram equalization for brightness preservation and contrast enhancement. IEEE Trans. Consum. Electron. 54(3) (2008)CrossRef
4.
Pizer, S.M., Amburn, E.P., Austin, J.D., Cromartie, R., Geselowitz, A., Greer, T., ter Haar Romeny, B., Zimmerman, J.B., Zuiderveld, K.: Adaptive histogram equalization and its variations. Comput. Vis. Graph. Image Process. 39(3), 355–368 (1987)CrossRef
5.
Maragos, P.: Pattern spectrum and multiscale shape representation. IEEE Trans. Pattern Anal. Mach. Intell. 11(7), 701–716 (1989)CrossRef
6.
Haralick, R.M., Shanmugam, K., et al.: Textural features for image classification. IEEE Trans. Syst. Man Cybern. 3(6), 610–621 (1973)CrossRef
7.
Ooi, C.H., Isa, N.A.M.: Quadrants dynamic histogram equalization for contrast enhancement. IEEE Trans. Consum. Electron. 56(4) (2010)CrossRef
8.
Reza, A.M.: Realization of the contrast limited adaptive histogram equalization (clahe) for real-time image enhancement. J. VLSI Signal Process. 38(1), 35–44 (2004)CrossRef
9.
Serra, J.: Image Analysis and Mathematical Morphology, vol. 1. Academic press (1982)
10.
Lu, H., Li, Y., Zhang, L., Serikawa, S.: Contrast enhancement for images in turbid water. JOSA A 32(5), 886–893 (2015)CrossRef
11.
Mukhopadhyay, S., Chanda, B.: A multiscale morphological approach to local contrast enhancement. Signal Process. 80(4), 685–696 (2000)CrossRef
12.
Bai, X., Zhou, F.: A unified form of multi-scale top-hat transform based algorithms for image processing. Opt.-Int. J. Light Electron Opt. 124(13), 1614–1619 (2013)CrossRef
13.
Das, D., Mukhopadhyay, S., Praveen, S.S.: Multi-scale contrast enhancement of oriented features in 2d images using directional morphology. Opt. Laser Technol. 87, 51–63 (2017)CrossRef
14.
15.
Metadata
Title
Efficient Contrast Enhancement Based on Local–Global Image Statistics and Multiscale Morphological Filtering
Authors
Gunjan Gautam
Susanta Mukhopadhyay
Copyright Year
2018
Publisher
Springer Singapore
Book
Advanced Computational and Communication Paradigms

Print ISBN: 978-981-10-8236-8

Electronic ISBN: 978-981-10-8237-5

Copyright Year: 2018

DOI
https://doi.org/10.1007/978-981-10-8237-5_22