Color image enhancement using brightness preserving dynamic histogram equalization | IEEE Journals & Magazine | IEEE Xplore

Color image enhancement using brightness preserving dynamic histogram equalization


Abstract:

Histogram equalization (HE), although one of the most popular techniques used for digital image enhancement, is not very suitable to be implemented directly in consumer e...Show More

Abstract:

Histogram equalization (HE), although one of the most popular techniques used for digital image enhancement, is not very suitable to be implemented directly in consumer electronics, such as television, because this method tends to produce an output with saturation effect. To overcome this weakness, it is suggested that the mean intensity of the input image be maintained in the output image. Previously, we proposed a method known as brightness preserving dynamic histogram equalization (BPDHE) which can fulfill this requirement for grayscale images. In this paper, we present several possibilities to extend this method for color images.
Published in: IEEE Transactions on Consumer Electronics ( Volume: 54, Issue: 4, November 2008)
Page(s): 1962 - 1968
Date of Publication: 22 December 2008

ISSN Information:

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I. Introduction

Image enhancement is one of the most interesting and important issues in digital image processing field. The main purpose of image enhancement is to bring out details that are hidden in an image, or to increase the contrast in a low contrast image [1]. Image enhancement produces an output image that subjectively looks better than the original image by changing the pixel's intensity of the input image [2]. Generally, image enhancement enlarges the intensity differences among objects and background.

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1.
R. C. Gonzalez and R. E. Woods, Digital Image Processing, New Delhi:Prentice-Hall of India, 2002.
2.
H. Ibrahim and N.S.P. Kong, "Brightness preserving dynamic histogram equalization for image contrast enhancement", IEEE Transactions on Consumer Electronics, vol. 53, no. 4, pp. 1752-1758, Nov. 2007.
3.
N.S.P. Kong and H. Ibrahim, "Improving the visual quality of abdominal magnetic resonance images using histogram equalization", Technology and Applications in Biomedicine 2008. ITAB 2008. International Conference on, pp. 138-139, 2008-May.
4.
Y.-T. Kim, "Contrast enhancement using brightness preserving bi-histogram equalization", IEEE Transactions on Consumer Electronics, vol. 43, no. 1, pp. 1-8, Feb. 1997.
5.
S.-D. Chen and A.. R. Ramli, "Preserving brightness in histogram equalization based contrast enhancement techniques", Digital Signal Processing, vol. 14, no. 5, pp. 413-428, Sep. 2004.
6.
D. Menotti, L. Najman, J. Facon and A.A. de Araujo, "Multi-histogram equalization methods for contrast enhancement and brightness preserving", IEEE Transactions on Consumer Electronics, vol. 53, no. 3, pp. 1186-1194, Aug. 2007.
7.
Y. Wang, Q. Chen and B.M. Zhang, "Image enhancement based on equal area dualistic sub-image histogram equalization method", IEEE Transactions on Consumer Electronics, vol. 45, no. 1, pp. 68-75, Feb. 1999.
8.
S.-D. Chen and A.. R. Ramli, "Minimum mean brightness error bi-histogram equalization in contrast enhancement", IEEE Transactions on Consumer Electronics, vol. 49, no. 4, pp. 1310-1319, Nov. 2003.
9.
S.-D. Chen and A.. R. Ramli, "Contrast enhancement using recursive mean-separate histogram equalization for scalable brightness preservation", IEEE Transactions on Consumer Electronics, vol. 49, no. 4, pp. 1301-1309, Nov. 2003.
10.
K. S. Kim, C. P. Tso and Y. Y. Tan, "Recursive sub-image histogram equalization based contrast enhancement", Digital Signal Processing, vol. 14, no. 5, pp. 413-428, Sep. 2008.
11.
A. Tremeau, S. Tominaga and K. N. Plataniotis, "Color in image and video processing: Most recent trends and future research directions", EURASIP Journal on Image and Video Processing, vol. 2008, pp. 1-26, 2008.
12.
H. J. Trussell, E. Saber and M. Vrhel, "Color image processing", IEEE Signal Processing Magazine, vol. 22, no. 1, pp. 14-22, 2005.
13.
K. Wongsritong, K. Kittayaruasiriwat, F. Cheevasuvit, K. Dejhan and A. Somboonkaew, "Contrast enhancement using multipeak histogram equalization with brightness preserving", Circuits and Systems 1998 IEEE APCCAS 1998. The 1998 IEEE Asia-Pacific Conference on, pp. 455-458, 1998-Nov.
14.
M. Abdullah-Al-Wadud, M.H. Kabir, M.A.A. Dewan and O. Chae, "A dynamic histogram equalization for image contrast enhancement", IEEE Transactions on Consumer Electronics, vol. 53, no. 2, pp. 593-600, May 2007.
15.
M. Vrhel, E. Saber and H. J. Trussell, "Color image generation and display technologies", IEEE Signal Processing Magazine, vol. 22, no. 1, pp. 23-33, 2005.
16.
B. Williams, C.-C. Hung, K. K. Yen and T. Coleman, "Image enhancement using the modified cosine function and semi-histogram equalization for gray-scale and color images", IEEE International Conference on Systems Man and Cybernatics, vol. 1, pp. 518-523, 2001.
17.
G. Finlayson, S. Hordley, G. Schaefer and G. Y. Tia, "Illumination and device invariant colour using histogram equalization", Pattern Recognition, vol. 38, pp. 179-190, 2005.
18.
T.-C. Jen and S. J. Wang, "Generalized histogram equalization based on local characteristics", IEEE International Conference on Image Processing, pp. 2889-2892, 2006-Oct.
19.
C.-M. Tsai and Z.-M. Yeh, "Contrast enhancement by automatic and parameter-free piecewise linear transformation for color images", IEEE Transactions on Consumer Electronics, vol. 54, no. 2, pp. 213-219, May 2008.
20.
YUV, [online] Available: http://en.wikipedia.org/wiki/YUV.
21.
W. G. Shadeed, D. I. Abu-Al-Nadi and M. J. Mismar, "Road traffic sign detection in color images", Proceedings of the 10 IEEE International Conference on Electronics Circuits and Systems 2003 (ICECS 2003), vol. 2, pp. 890-893, 2003-Dec.
22.
R. Ramanath, W. E. Snyder, Y. Yoo and M. S. Drew, "Color image processing pipeline", IEEE Signal Processing Magazine, vol. 22, no. 1, pp. 34-43, 2005.
23.
I. R. Babu and I. V. M Krishna, "Contrast enhancement of IRS-1C LISS data", IEEE International Geoscience and Remote Sensing 1997 (IGARSS’97), vol. 4, pp. 1778-1780, 1997-Aug.
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References

References is not available for this document.