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Guided-Pix2Pix: End-to-End Inference and Refinement Network for Image Dehazing

Libin Jiao, Changmiao Hu, Lian-Zhi Huo, Ping Tang
2021 IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing  
In this article, we propose an end-to-end learnable dehazing network, which is referred to as Guided-Pix2Pix, to jointly estimate and refine the transmission map and further dehaze images by the physical  ...  Index Terms-Differentiable guided filter, end-to-end refinement of transmission map, image dehazing.  ...  CONCLUSION In this article, we propose an end-to-end learnable dehazing network, which is referred to as Guided-Pix2Pix, to jointly estimate and refine the transmission map and further dehaze images by  ... 
doi:10.1109/jstars.2021.3061460 fatcat:oij5uc4bvrdazdycmsw45cbgai