41 citations · 48 across the 8 of their papers we have counts for
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cs.CV2018★ 41 cited
Improved Techniques for Learning to Dehaze and Beyond: A Collective Study
Yu Liu, Guanlong Zhao, Boyuan Gong +8
Here we explore two related but important tasks based on the recently released REalistic Single Image DEhazing (RESIDE) benchmark dataset: (i) single image dehazing as a low-level…
cs.CV2018★ 4 cited
PAD-Net: A Perception-Aided Single Image Dehazing Network
Yu Liu, Guanlong Zhao
In this work, we investigate the possibility of replacing the loss with perceptually derived loss functions (SSIM, MS-SSIM, etc.) in training an end-to-end dehazing neural…