Blind Image Quality Assessment by Fast Quality Assessment Network

In this paper, a new neural network structure, which is called fast quality assessment network (FQA-Net), is proposed for fast blind image quality assessment (BIQA). FQA-Net is a very simple neural network, which mainly includes convolution layer, standard deviation measurement layer and regression layer. In order to improve the efficiency of the network, a group of visual filters (VFs) are obtain...