Enhancing Blind Image Quality Assessment using Attention retractable features and multi-dimensional learning

AM-BQA: Image Quality Assessment architecture. The structure comprises four components: a pretrained Vision Transformer functioning as a feature extractor, a Multi-scale Attention Block, a Hybrid Block, and a Weighted Quality Score.

Multi-Head Dual key Transpose Attention consisting of multiple attention heads, dual key and transpose attention map.