Title :
A simple approach for image enhancement using new power-law transformation operators
Author :
Verma, Om Prakash ; Gill, Nivit ; Gupta, Puneet ; Megha
Author_Institution :
Dept. of Inf. Technol., Delhi Technol. Univ., New Delhi, India
Abstract :
In this paper, we present a new approach for the enhancement of a highly underexposed color image using a power-law transformation operator. A function called exposure [1] is used to measure the intensity exposition of the image. This function facilitates the estimation of highly underexposed region of the given image. The chromatic information of the color space is decoupled from the achromatic information using HSV (Hue, Saturation and Intensity) model. The hue component, in the model is preserved to keep the original color composition of the image intact. The other two components of the model are saturation and intensity. These two components play a significant role in enhancement of highly underexposed images by recovering the lost information in the image. New power-law transformation operators are defined for the two components, i.e. saturation and intensity, to improve the tone of the image. The values of these two components are varied to get the enhanced image.
Keywords :
image colour analysis; image enhancement; HSV model; color space chromatic information; hue, saturation and intensity model; image enhancement; image intensity exposition; power-law transformation operators; underexposed color image; Airports; Bridges; Color; Estimation; Histograms; Image color analysis; Image enhancement; Exposure; Highly Underexposed Image; Image Enhancement; Power-Law Operator;
Conference_Titel :
Signal Processing and Communication (ICSC), 2013 International Conference on
Conference_Location :
Noida
Print_ISBN :
978-1-4799-1605-4
DOI :
10.1109/ICSPCom.2013.6719797