Laser & Optoelectronics Progress, Volume. 56, Issue 10, 101002(2019)
Adaptive Linear Transformation Image Dehazing Algorithm Based on Gaussian Attenuation
Fig. 1. Flow chart of proposed algorithm
Fig. 2. Effect images of proposed algorithm. (a) Hazy image; (b) adaptive linear transformation; (c) local atmospheric optical value; (d) rough transmittivity; (e) optimal transmittivity; (f) restored image
Fig. 3. Curve of quadratic function
Fig. 4. Comparison of simulation experiments. (a) Hazy image; (b) μ=0.2; (c) μ=0.4; (d) μ=0.6; (e) μ=0.8; (f) μ=1.0
Fig. 5. Comparison of transmittivity. (a) Hazy image; (b) method in Ref. [5]; (c) rough transmittivity; (d) optimal transmittivity
Fig. 6. Effect images based on local atmospheric optical value. (a) Hazy image; (b) map of maximum channel; (c) morphologically closed operation; (d) cross-bilateral filtering result
Fig. 7. Comparison of experimental results. (a) Hazy image; (b) method in Ref. [5]; (c) method in Ref. [6]; (d) method in Ref. [7]; (e) method in Ref. [8]; (f) method in Ref. [9]; (g) proposed method
Fig. 8. Objective evaluation. (a) Number of visible edges; (b) normalized average gradient; (c) number of pixels in saturation point; (d) running time
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Peipei Jiang, Yan Yang. Adaptive Linear Transformation Image Dehazing Algorithm Based on Gaussian Attenuation[J]. Laser & Optoelectronics Progress, 2019, 56(10): 101002
Category: Image Processing
Received: Oct. 17, 2018
Accepted: Dec. 13, 2018
Published Online: Jul. 4, 2019
The Author Email: Yang Yan (yangyantd@mail.lzjtu.cn)