We propose a NR-IQA model, named STNS-IQA, which combines Swin-Transformer and natural scene statistics. Swin-Transformer is utilized to extract multi-scale information from images. We introduce a feature enhancement module to gather more contextual information. We also incorporate deformable convoluti...
MT-IRN is implemented with Pytorch, and the experiments are conducted on NVIDIA 3080Ti GPU. 4. Experiments 4.1. Databases and Experimental Protocols To assess the performance of MT-IRN, comprehensive experiments are performed on both synthetic and authentic databases containing various types of ...