Title :
Contrast enhancement with slope modification
Author :
Hwasoo Woo ; Jongjoo Park ; Chang-shuai Wang ; Sangwoo Ahn ; Jong-Wha Chong
Author_Institution :
Dept. of Electron. & Comput. Eng., Hanyang Univ., Seoul, South Korea
Abstract :
In this paper, we propose Adaptive Histogram Equalization (AHE) based contrast enhancement algorithm. Most histogram-based contrast enhancement methods have problems such as excessive contrast enhancement, unnatural output images, and the loss of visual information. The proposed method manipulates the slope of the input of the Probability Density Function (PDF) histogram. Our method adaptively enhances the contrast of the input image and shows good simulation results compared with conventional methods.
Keywords :
image enhancement; probability; PDF; adaptive histogram equalization; excessive contrast enhancement; function slope modification; histogram-based contrast enhancement algorithm; probability density function histogram; unnatural output images; visual information loss; Gray-scale; Histograms; Noise; Simulation; Sociology; Visualization; adaptive contrast enhancement; mapping function slope manipulation;
Conference_Titel :
Consumer Electronics (ISCE 2014), The 18th IEEE International Symposium on
Conference_Location :
JeJu Island
DOI :
10.1109/ISCE.2014.6884326