TOPIQ: A Top-down Approach from Semantics to Distortions for Image Quality Assessment

1 code implementation • 6 Aug 2023 • Chaofeng Chen, Jiadi Mo, Jingwen Hou, HaoNing Wu, Liang Liao, Wenxiu Sun, Qiong Yan, Weisi Lin

Our approach to IQA involves the design of a heuristic coarse-to-fine network (CFANet) that leverages multi-scale features and progressively propagates multi-level semantic information to low-level representations in a top-down manner.

Image Quality Assessment Local Distortion +2