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A New Easy Method of Enhancement of Low Contrast Image using Spatial Domain

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International Journal of Computer Applications
© 2012 by IJCA Journal
Volume 40 - Number 1
Year of Publication: 2012
Authors:
S. Somorjeet Singh
H. Mamata Devi
Th. Tangkeshwar Singh
O. Imocha Singh
10.5120/4922-7149

Somorjeet S Singh, Mamata H Devi, Th. Tangkeshwar Singh and Imocha O Singh. Article: A New Easy Method of Enhancement of Low Contrast Image using Spatial Domain. International Journal of Computer Applications 40(1):32-34, February 2012. Full text available. BibTeX

@article{key:article,
	author = {S. Somorjeet Singh and H. Mamata Devi and Th. Tangkeshwar Singh and O. Imocha Singh},
	title = {Article: A New Easy Method of Enhancement of Low Contrast Image using Spatial Domain},
	journal = {International Journal of Computer Applications},
	year = {2012},
	volume = {40},
	number = {1},
	pages = {32-34},
	month = {February},
	note = {Full text available}
}

Abstract

For a method for enhancing an image, if it improves the quality enough or it nearly equals to the better method, the primary concern is the speed or the computational complexity and simplicity. Using global contrast stretching, low contrast image can be enhanced with an adjustable manner. Our method is based on a very simple algorithm. Its advantage is that the speed is comparatively fast and the implementation is easy.

References

  • A. Suneetha, Dr. A. Sri Krishna, “A New Method of Image Enhancement in Spatial Domain Using Histogram Equalization, Smoothing and Fuzzy Technique”, IJCST Vol. 2, SP 1, December 2011.
  • R. C. Gonzalez, R. E. Woods, “Digital Image Processing”, 3rd edition, Prentice Hall, 2008.
  • Hyunsup Yoon, Youngjoon Han, and Hernsoo Hahn, Image Contrast Enhancement based Sub-histogram Equalization technique without Over-equalization Noise”, IJEEE 3:6 2009.
  • Kh. Manglem Singh, Romen Singh, Rupachandra Singh and O. Imocha Singh, “Image Enhancement by Adapted Power Law Transformation”, BUJICT, September 2010.
  • J. S. Lee, “Digital image enhancement and noise filtering by use of local statistics”, IEEE Trans. On Pattern Analysis and Machine Intelligence, PAMI-2:165-,1980.
  • J. S. Lee, “Refined filtering of image noise using local statistics”, Computer Graphics and Image Processing, 15:380-,1981.
  • Abdel-Ouahab BOUDRAA, El-Hadji Samba DIOP, “Image Contrast Enhancement Based on 2D Teager-Kraiser Operator”, ICIP, IEEE 978-1-4244-1764, 2008.