DocumentCode :
1612154
Title :
An improved histogram equalization approach for optical remote sensing images enhancement
Author :
Weizi Liu ; Han Zhan ; Junbo Zhao ; Tong Zhao ; Hongbo Wang
Author_Institution :
Dept. of Electron. Inf., Wuhan Univ., Wuhan, China
fYear :
2013
Firstpage :
152
Lastpage :
155
Abstract :
In this paper, we study the problem of enhancing optical remote sensing images, in order to mitigate the conflicts between processing speed and effectiveness. Optical remote sensing images, other than general optical images, contain a large amount of information, limiting the processing speed. Moreover, the contrast ratio of the images is relatively low, thus requiring a further process for a better visual interpretation. In the procedure of mass data processing and displaying, speed is essential. Unlike previous works, we propose a new framework of combining two ideas, using Intel Integrated Performance Primitive (IPP) and applying improved histogram equalization algorithm. Specifically, this improved approach, cascades the linear transformation and Contrast Limited Adaptive Histogram Equalization (CLAHE), achieves a considerable promotion on processing effect in optical remote sensing images. Afterwards, we call functions in IPP library to accelerate the displaying speed. The experimental results show that our method reaches a satisfied effectiveness, while having a considerable processing speed for processing optical remote sensing images.
Keywords :
equalisers; geophysical image processing; image enhancement; optical images; remote sensing; CLAHE; IPP; IPP library; Intel integrated performance primitive; contrast limited adaptive histogram equalization; contrast ratio; improved histogram equalization approach; linear transformation; mass data processing; optical remote sensing image enhancement; optical remote sensing image processing; processing effect; visual interpretation; Adaptive equalizers; Histograms; Image enhancement; Noise; Optical imaging; Optical sensors; Remote sensing; IPP; contrast limited adaptive histogram equalization algorithm; image enhancement; linear stretching; optical remote sensing images;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Chinese Automation Congress (CAC), 2013
Conference_Location :
Changsha
Print_ISBN :
978-1-4799-0332-0
Type :
conf
DOI :
10.1109/CAC.2013.6775719
Filename :
6775719
Link To Document :
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