DocumentCode :
3273125
Title :
Single color image dehazing based on digital total variation filter with color transfer
Author :
Xuan Liu ; Fanxiang Zeng ; Zhitong Huang ; Yuefeng Ji
Author_Institution :
State Key Lab. of Inf. Photonics & Opt. Commun., Beijing Univ. of Posts & Telecommun., Beijing, China
fYear :
2013
fDate :
15-18 Sept. 2013
Firstpage :
909
Lastpage :
913
Abstract :
For the color fadedness and the contrast reduction of hazy images, we propose a novel method based on digital total variation (TV) filter with color transfer (DTVFCT) for single color image dehazing. The estimation of atmospheric veil is a filtering problem on the minimal component image and the digital TV filter is applied to preserve the edges and gradients of images to avoid halo artifacts. To obtain a quality vision of a resulting image, color transfer is utilized to protect the final haze-free image´s color from high dynamic. The proposed method enjoys a celerity because of fast convergence of digital TV filter. The experiment results show the vivid color and the accuracy of the restored edges and gradients in the comparative study.
Keywords :
filtering theory; image colour analysis; image restoration; DTVFCT; atmospheric veil estimation; digital total variation filter with color transfer; edge restoration; halo artifact avoidance; image quality vision; single color image dehazing; Atmospheric modeling; Computer vision; Digital TV; Image color analysis; Image edge detection; Image restoration; Meteorology; Dehazing; color transfer; digital total variation filter;
fLanguage :
English
Publisher :
ieee
Conference_Titel :
Image Processing (ICIP), 2013 20th IEEE International Conference on
Conference_Location :
Melbourne, VIC
Type :
conf
DOI :
10.1109/ICIP.2013.6738188
Filename :
6738188
Link To Document :
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