A Novel Technique for Automatic Image Enhancement using HTHET Approach
DOI:
https://doi.org/10.51983/ajcst-2019.8.1.2123Keywords:
Image, Enhancement, HTHET, Histogram, EquilizationAbstract
Image enhancement techniques are methods used for producing images with better quality than the original image. None of the existing methods increase the information content of the image, and are usually of little interest for subsequent automatic analysis of images. In this paper, automated Image Enhancement is achieved by carrying out Histogram techniques. Histogram equalization (HE) is a spatial domain image enhancement technique, which effectively enhances the contrast of an image. We make use of Transformation and Hyperbolization techniques for automatic image enhancement. However, while it takes care of contrast enhancement, a modified histogram equalization technique, Histogram Transformation and Hyperbolization Equalization Technique (HTHET) using optimization method is proposed using EQHIST and LINHIST.
References
A. Namdeo, A. Anu, and S. S. Bhadoriya, "A Review on Image Enhancement Techniques with its Advantages and Disadvantages," International Journal for Scientific Research & Development, vol. 2, no. 5, pp. 171-182, 2016.
K. Vij and Y. Singh, "Enhancement of images using histogram processing techniques," Int. J. Computer. Technologies Applications, vol. 2, no. 2, pp. 309-313, 2011.
P. Janani, J. Premaladha, and K. S. Ravichandran, "Image enhancement techniques: A study," Indian Journal of Science and Technology, vol. 8, no. 22, 2015.
J. A. Stark, "Adaptive image contrast enhancement using generalizations of histogram equalization," IEEE Transactions on Image Processing, vol. 9, no. 5, pp. 889-896, 2000.
G. N. Vivekananda and P. C. Reddy, "Packet Loss Minimizing Approach Based on Traffic Prediction for Multi-streaming Communication over MANET," Int. J. Advanced Media and Communication, 2018.
O. Patel, Y. P. S. Maravi, and S. Sharma, "A comparative study of histogram equalization-based image enhancement techniques for brightness preservation and contrast enhancement," arXiv preprint, 2013.
C. Anusha and L. Laxmi, "Image Enhancement Approach for Digital Applications Based on Generalized Histogram Equalization Model," International Journal of Engineering and Computer Science, vol. 5, no. 9, 2016.
T. Kawakami, K. Murahira, and A. Taguchi, "Modified histogram equalization with variable enhancement degree for image contrast enhancement," Intelligent Signal Processing and Communication Systems, ISPACS. International Symposium on. IEEE, 2009.
G. N. Vivekananda and P. C. Reddy, "Efficient Video Transmission Technique using Clustering and Optimization Algorithms in MANETs," Int. J. Advanced Intelligence Paradigms, 2018.
W. A. Mustafa and M. M. Abdul Kader, "A Review of Histogram Equalization Techniques in Image Enhancement Application," Journal of Physics: Conference Series, vol. 1019, no. 1, IOP Publishing, 2018.
F. M. Abubakar, "Image enhancement using histogram equalization and spatial filtering," International Journal of Science and Research, (IJSR), vol. 1, no. 3, 2012.
S. P. Vimal and P. K. Thiruvikraman, "Automated image enhancement using power-law transformations," Sadhana, vol. 37, no. 6, pp. 739-745, 2012.
R. Maini and H. Aggarwal, "A comprehensive review of image enhancement techniques," arXiv preprint arXiv:1003.4053, 2010.
D. V. Patil, S. G. Sutar, and A. N. Mulla, "Automatic image enhancement for better visualization using Retinex technique," International Journal of Scientific and Research Publications, vol. 3, no. 6, 2013.
G. N. Vivekananda and P. C. Reddy, "A Congestion Avoidance Mechanism in Multimedia Transmission over MANET using Multi-streaming," Springer, 2018.
Q. Wang, L. Chen, and D. Shen, "Fast histogram equalization for medical image enhancement," Engineering in Medicine and Biology Society, 2008. EMBS 2008. 30th Annual International Conference of the IEEE. IEEE, 2008.
W. Kim, J. Jeong, and J. You, "Contrast enhancement using histogram equalization based on logarithmic mapping," Optical Engineering, vol. 51, no. 6, 2012.
Downloads
Published
How to Cite
Issue
Section
License
Copyright (c) 2019 The Research Publication
This work is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License.
