Arif, R.B.; Khan, M.M.R.; Siddique, M.A.B. 2018, December. Digital Image Enhancement in Matlab: An Overview on Histogram Equalization and Specification. In 2018 International Conference on Innovation in Engineering and Technology (ICIET) (pp. 1-6). IEEE.
Arif, R.B.; Khan, M.M.R.; Siddique, M.A.B. 2018, December. Digital Image Enhancement in Matlab: An Overview on Histogram Equalization and Specification. In 2018 International Conference on Innovation in Engineering and Technology (ICIET) (pp. 1-6). IEEE.
Journal reference: 2018 International Conference on Innovation in Engineering and Technology (ICIET), IEEE 2018 DOI: 10.1109/CIET.2018.8660839
Cite as:
Arif, R.B.; Khan, M.M.R.; Siddique, M.A.B. 2018, December. Digital Image Enhancement in Matlab: An Overview on Histogram Equalization and Specification. In 2018 International Conference on Innovation in Engineering and Technology (ICIET) (pp. 1-6). IEEE.
Arif, R.B.; Khan, M.M.R.; Siddique, M.A.B. 2018, December. Digital Image Enhancement in Matlab: An Overview on Histogram Equalization and Specification. In 2018 International Conference on Innovation in Engineering and Technology (ICIET) (pp. 1-6). IEEE.
Abstract
This paper has two major parts. In the first part histogram equalization for the image enhancement was implemented without using the built-in function in MATLAB. Here, at first, a color image of a rat was chosen and the image was transformed into a grayscale image. After this conversion, histogram equalization was implemented on the grayscale image. Later on, in the same image for each RGB channel, histogram equalization was implemented to observe the effect of histogram equalization on each channel. In the end, the histogram equalization was implemented to this specific color image of a rat. In the second part, for the grayscale image in part 1, the desired histogram of another colored image of a rat was introduced and histogram specification was implemented on the original colored image.
Subject Areas
Digital image processing, color image, grayscale image, histogram equalization, histogram specification, image enhancement, RGB channel
Copyright:
This is an open access article distributed under the Creative Commons Attribution License which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.