All Characteristics Preservation: Single Image Dehazing based on Hierarchical Detail Reconstruction Wavelet Decomposition Network

Wei-Ting Chen,Hao-Yu Fang,Cheng-Che Tsai,Jian-Jiun Ding,Sy-Yen Kuo,Wei-Ting Chen,Hao-Yu Fang,Cheng-Che Tsai,Jian-Jiun Ding,Sy-Yen Kuo

Single image haze removal is crucial in computer vision. In open literatures, two kinds of dehazing strategies (prior-based and learning-based methods) have been developed. However, they have a trade-off between detail preservation and the image quality. Prior-based methods reconstruct the detail well but have lower image quality while learning-based methods achieve better recovered quality but lo...