Title :
Research on image enhancement algorithms based on Matlab
Author :
Song, Hongchao ; Shang, Yuanyuan ; Hou, Xuefeng ; Han, Baoyuan
Author_Institution :
Coll. of Inf. Eng., Capital Normal Univ., Beijing, China
Abstract :
This paper discusses the typical image enhancement algorithms such as median filtering, average smoothing, homomorphic filtering and histogram equalization. These algorithms are also verified based on Matlab. In the last part of the paper, the pre-and post processing image using these algorithms are shown. The results reveal that median filtering has a good inhibition on salt and pepper noise than average smoothing and the homomorphic filtering has more advantages than histogram equalization in dealing with the uneven illumination image.
Keywords :
image enhancement; mathematics computing; median filters; Matlab; average smoothing; histogram equalization; homomorphic filtering; illumination image; image enhancement algorithms; median filtering; salt-pepper noise; Filtering; Histograms; Image enhancement; Lighting; Noise; Signal processing algorithms; Smoothing methods; Histogram Equalization; Homomorphic Filtering; Image Enhancement; Matlab; Median Filtering;
Conference_Titel :
Image and Signal Processing (CISP), 2011 4th International Congress on
Conference_Location :
Shanghai
Print_ISBN :
978-1-4244-9304-3
DOI :
10.1109/CISP.2011.6100359