MFID-Net: Multi-scaled feature-fused image dehazing via dynamic weights

Yifan Liu, Jincai Chen, Ping Lu, Chuanbo Zhu, Yugen Jian, Chao Sun, Han Liang

Abstract: Highlights•Multi-scaled feature-fused image dehazing network called MFID-Net is proposed.•MFID-Net uses dynamic dehazing convolution and activation to improve image dehazing.•The proposed dynamic dehazing convolution utilizes dynamic weight fusion.•The proposed dynamic dehazing activation uses input global context encoding function.•MFID-Net achieves the state-of-the-art performance on dehazing datasets.