Single Image Dehazing Based on Adaptive Histogram Equalization and Linearization of Gamma Correction

被引:0
|
作者
Le Thi Thanh [1 ]
Thanh, Dang N. H. [2 ]
Nguyen Minh Hue [1 ]
Prasath, V. B. Suiya [3 ,4 ,5 ,6 ]
机构
[1] Ho Chi Minh City Univ Transport, Dept Basis Sci, Ho Chi Minh City 700000, Vietnam
[2] Hue Coll Ind, Dept Informat Technol, Hue 530000, Vietnam
[3] Cincinnati Childrens Hosp Med Ctr, Div Biomed Informat, Cincinnati, OH 45229 USA
[4] Univ Cincinnati, Dept Pediat, Cincinnati, OH 45221 USA
[5] Univ Cincinnati, Coll Med, Dept Biomed Informat, Cincinnati, OH 45267 USA
[6] Univ Cincinnati, Dept Elect Engn & Comp Sci, Cincinnati, OH 45221 USA
关键词
Dehazing; Defogging; Image Restoration; Image Processing; Histogram Equalization; HSV; Gamma Correction;
D O I
10.1109/apcc47188.2019.9026457
中图分类号
TP301 [理论、方法];
学科分类号
081202 ;
摘要
Visibility of outdoor images is usually limited due to haze, dust, smoke and other particles in air. Visibility limit can cause many difficulties for activities of transport, rescue, oceanography etc. Hence, image dehazing is very necessary. In this paper, we propose a single image dehazing method based on combination of adaptive histogram equalization, HSV color model and linearization of Gamma correction. In the experiments, we test the proposed method on hazy images of the TAU dataset. To assess dehazing quality, we utilize NIQE metric and compare to other dehazing methods. The results confirm that the proposed method dehazes effectively and can compete with other state-of-the-art dehazing methods.
引用
收藏
页码:36 / 40
页数:5
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