eISSN:2278-5299

International Journal of Latest Research in Science and Technology

DOI:10.29111/ijlrst   ISRA Impact Factor:3.35,  Peer-reviewed, Open-access Journal

A News Letter Sign UP!
Enhancement of the Captured Images under Different Lighting Conditions Using Histogram Equalization method

Research Paper Open Access

International Journal of Latest Research in Science and Technology Vol.3 Issue 3, pp 25-28,Year 2014

ENHANCEMENT OF THE CAPTURED IMAGES UNDER DIFFERENT LIGHTING CONDITIONS USING HISTOGRAM EQUALIZATION METHOD

Muna Abdul Hussain Radhi, Ban Sabah , Aurass Musa Omran Al-Hsniue

Correspondence should be addressed to :

Received : 26 May 2014; Accepted : 31 May 2014 ; Published : 30 June 2014

Share
Download 126
View 180
Article No. 10309
Abstract

In this work we study the effect of the light distribution on the quality of captured images under different lightness conditions then enhancing the captured images using Histogram equalization method depending on the space YIQ depending on lightness component where use the reverse of this space to the basic RGB color space, then corrected using the mathematical model based on human vision system. The results were analyzed and compute the quality of the enhancement images by using two statistical criteria the mean and standard deviation. Histogram equalization technique gives a high quality for the enhanced images for different lightness conditions.

Key Words   
Image processing ,histogram equalization, Image enhancement
Copyright
References
  1. Rafael C.Gonzalez, Richard E.Woods, "Digital Image Processing", 3rd edition, 2008 .
  2. Gonzalez, R.C. and R.E. Woods, 2008. Digital ImageProcessing. 3rd Edn., Prentice Hall, Upper SaddleRiver, NJ., ISBN-10: 0130946508, pp: 954.
  3. Rajavel, P., 2010. Image dependent brightnesspreserving histogram equalization. IEEE Trans.Consumer Electr., 56: 756-763. DOI:10.1109/TCE.2010.5505998
  4. Buzuloiu, M. Ciuc, R. M. Rangayyan, and C. Vertan, “Adaptive neighborhood histogram equalization of color images” Journal of Electron Imaging, vol. 10, no. 2, pp. 445-459, 2001.
  5. Kim, J.Y., L.S. Kim and S.H. Hwang, 2001. Anadvanced contrast enhancement using partially overlapped sub-block histogram equalization. IEEETrans. Circ. Syst. Video Technol., 11: 475-484. DOI: 10.1109/76.915354
  6.  Sengee, N. and H. Choi, 2008. Brightness preservingweight clustering histogram equalization. IEEETrans. Consumer Electr., 54: 1329-1337. DOI:10.1109/TCE.2008.4637624
  7.  R Hummel, “Histogram modification techniques“, ComputerGraphics and Image Processing, Vol. 4, pp. 209-224, 1975.
  8.  M. Pizer, et al., “Adaptive Histogram Equalization and itsVariations,” Comput.Vision, Graphics and ImageProcessing, Vol. 39, pp. 355-368, 1987.
  9.  Zimmerman, S. Pizer, E. Staab, E. Perry, W. McCartney,B. Brenton, “Evaluation of the effectiveness of adaptivehistogram equalization for contrast enhancement,” IEEETransactions on Medical Imaging, pp. 304-312, 1988.
  10. Alex Stark “Adaptive Image Contrast EnhancementUsing Generalizations of Histogram Equalization”, IEEETransactions on Image Processing, Vol. 9, No. 5, May
  11. 2000.
  12. Hyunsup Yoon, Youngjoon Han, and Hernsoo Hahn “Image contrast Enhancement based Sub-histogram Equalization Technique without over-equalization Noise,” World academy of Science,Engineering and Technology 50 2009.
  13. Zhu, F. H. Chan, and F. K. Lam, “Image contrast enhancement by constrained local histogram equalization,” Comput. Vis. Image Understand., pp. 281–290, vol. 73, no. 2, 1999
To cite this article

Muna Abdul Hussain Radhi, Ban Sabah , Aurass Musa Omran Al-Hsniue , " Enhancement Of The Captured Images Under Different Lighting Conditions Using Histogram Equalization Method ", International Journal of Latest Research in Science and Technology . Vol. 3, Issue 3, pp 25-28 , 2014


Responsive image

MNK Publication was founded in 2012 to upholder revolutionary ideas that would advance the research and practice of business and management. Today, we comply with to advance fresh thinking in latest scientific fields where we think we can make a real difference and growth now also including medical and social care, education,management and engineering.

Responsive image

We offers several opportunities for partnership and tie-up with individual, corporate and organizational level. We are working on the open access platform. Editors, authors, readers, librarians and conference organizer can work together. We are giving open opportunities to all. Our team is always willing to work and collaborate to promote open access publication.

Responsive image

Our Journals provide one of the strongest International open access platform for research communities. Our conference proceeding services provide conference organizers a privileged platform for publishing extended conference papers as journal publications. It is deliberated to disseminate scientific research and to establish long term International collaborations and partnerships with academic communities and conference organizers.