Image Enhancement Using Image Fusion and Image Processing Techniques

Authors

  • Nelikanti A Department of CSE, VCE, Hyderabad, India

Keywords:

Image Enhancement, Image Fusion, DWT, MATLAB

Abstract

Principle objective of Image enhancement is to process an image so that result is more suitable than original image for specific application. Digital image enhancement techniques provide a multitude of choices for improving the visual quality of images. Appropriate choice of such techniques is greatly influenced by the imaging modality, task at hand and viewing conditions. This paper will provide a combination of two concepts, image fusion by DWT and digital image processing techniques. The enhanced image is validated using two parameters and this paper is implemented in MATLAB.

References

. Li, H., Manjunath, B.S., Mitra, S.K., 1995. Multisensor image fusion using the Wavelet Transform. Graphical Models Image Process. 57 (5), 235–245.

. Huang Xishan , Chen Zhe. A wavelet –based scene image fusion algorithm[C]. Proceedings of IEEE TENCON 2002. Piscateway , USA : IEEE Press 2002:602-605.

. Mallat, S. (1989), "A theory for multiresolution signal decomposition: the wavelet representation,"IEEE Pattern Anal. and Machine Intell., vol. 11, no. 7, pp. 674–693.

. Arjun Nelikanti, Narasimha Prasad L V and Naresh Goud M(2014)," Colorectal Cancer MRI Image Segmentation Using Image Processing Techniques,"International Journal on Computer Science and Engineering (IJCSE), vol. 6 no.07,pp. 280-286.

. Lim, Jae S., "Two-Dimensional Signal and Image Processing", Englewood Cliffs, NJ, Prentice Hall, 1990, pp. 469-476.

. Zuiderveld, Karel. "Contrast Limited Adaptive Histograph Equalization." Graphic Gems IV. SanDiego: Academic Press Professional, 1994. 474–485.

. Gonzalez and Woods, 2008. “Digital Image processing” 3 Edition, Prentice Hall.

. Matlab user manual – Image processing toolbox, MathWorks, Natick, 1999.

. Scott E. Umbauugh , Computer Vision and Image Processing, PH , New Jersey, 1998.

Downloads

Published

2024-02-26

How to Cite

Nelikanti, A. (2024). Image Enhancement Using Image Fusion and Image Processing Techniques. COMPUSOFT: An International Journal of Advanced Computer Technology, 3(10), 1193–1197. Retrieved from https://ijact.in/index.php/j/article/view/210

Issue

Section

Original Research Article

Similar Articles

<< < 3 4 5 6 7 8 9 10 > >> 

You may also start an advanced similarity search for this article.