DocumentCode :
2208955
Title :
Enhancement of color images by scaling Hirschman Optimal Transform coefficients
Author :
Chandar, Punnam V. ; Satyasavitri, T. ; Narasimha, B. ; Krishna, Hari E.
Author_Institution :
Dept. of ECE, KITS, Warangal, India
fYear :
2010
fDate :
July 29 2010-Aug. 1 2010
Firstpage :
292
Lastpage :
296
Abstract :
Color Images captured under complex lighting conditions may suppress the visual cue information. In order to perform consistent analysis from the images they need to be enhanced in terms of brightness along with colors restored with minimal computational overhead. Transform domain image enhancement offers a superior visual brilliance. This paper presents Hirschman Optimal Transform (HOT) based enhancement of color images. The features of HOT are its basis kernel has more no. of zeros and has high frequency resolution. These features are exploited to achieve reduced computational complexity and enhanced image quality in terms of brightness, contrast & color. Further the proposed HOT based enhancement resulted in a better JPEG Quality Metric compared to conventional DCT based transform domain enhancement. The enhanced visual features of the subject images using HOT are found to be superior to the contemporary transform domain methods.
Keywords :
computational complexity; image coding; image colour analysis; image enhancement; image restoration; transforms; Hirschman optimal transform coefficients scaling; JPEG quality metric; color image enhancement; colors restoring; computational complexity; transform domain image enhancement; Color; Discrete cosine transforms; Image coding; Image color analysis; Image enhancement; Visualization; Enhancement; Hirschman Optimal Transform; JPEG; Y-Cb-Cr;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Industrial and Information Systems (ICIIS), 2010 International Conference on
Conference_Location :
Mangalore
Print_ISBN :
978-1-4244-6651-1
Type :
conf
DOI :
10.1109/ICIINFS.2010.5578692
Filename :
5578692
Link To Document :
بازگشت