Acta Optica Sinica, Volume. 41, Issue 19, 1910001(2021)
Degraded Scene Restoration Based on Gaussian Convex Optimization and Double Constraints of Light Curtain
Fig. 1. Relationship between different parameters and depth of field. (a) Transmittance; (b) atmospheric light curtain
Fig. 2. Modification relationship between different parameters and depth of field. (a) Transmittance;(b) atmospheric light curtain
Fig. 3. Fog images under different conditions and performance curves. (a) Original image; (b) brightness;(c) saturation; (d) relationship among brightness, saturation, and gray scale
Fig. 4. Diagram of depth of field for color priori attenuation under different conditions. (a) Original images;(b) brightness; (c) saturation; (d) depth of field
Fig. 5. Comparison results under different depths of field. (a) Original images; (b) CAP algorithm;(c) depth of field d0(x); (d) depth of field d1(x); (e) final depth of field d(x)
Fig. 6. Correspondence between atmospheric light curtain and minimum color channel. (a) Original image;(b) minimum color channel; (c) atmospheric light curtain
Fig. 7. Correspondence between atmospheric light curtain and depth of field. (a) Original image; (b) minimum color channel;(c) variation curve of atmospheric light curtain with depth of field; (d) atmospheric light curtain
Fig. 8. Schematic of atmospheric light curtain estimation and restoration. (a) Degradation scenarios;(b) depth of field; (c) atmospheric light curtains; (d) scenes of restoration
Fig. 9. Atmospheric light curtain under different conditions. (a) Degradation scenarios; (b) local atmospheric light;(c) bright channel atmospheric light; (d) proposed algorithm
Fig. 10. Color restoration results of degraded scene in sand and dust weather. (a) Sand-dust scene; (b) correction of scenes
Fig. 11. Restoration results of degraded scene. (a) Degraded scene; (b) depth of field; (c) atmospheric light curtain;(d) restored scene
Fig. 12. Block diagram of proposed algorithm
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Yan Yang, Jinlong Zhang, Rong Wang. Degraded Scene Restoration Based on Gaussian Convex Optimization and Double Constraints of Light Curtain[J]. Acta Optica Sinica, 2021, 41(19): 1910001
Category: Image Processing
Received: Feb. 22, 2021
Accepted: Apr. 19, 2021
Published Online: Oct. 9, 2021
The Author Email: Yang Yan (yangyantd@mail.lzjtu.cn)