Adaptive Feature Normalization Network for Single Image Dehazing
Guangrui Hu, Yueting Yang, Chuansheng Yang, Chao Wang, Anhui Tan · Journal of Physics Conference Series · 2021
In this paper, we design an end-to-end adaptive feature normalization network (AFN-Net) for single image dehazing. In order to fit the function that can recover haze-free images from haze images more effectively, an Adaptive Normalization module (AN) is designed, which can unify the input into the same feature space. A large number of experimental evaluations show that the proposed method is superior to the state-of-the-art (SOTA) method on the benchmark datasets.