Lianbing Deng

Continuous Learning for Blind Image Quality Assessment with Contrastive Transformer

Most existing blind image quality assessment (BIQA) models focus on improving performance on existing datasets and are weak in adapting to unknown distortion or degradation types. In this paper, we propose a Transformer-based BIQA contrastive continual learning approach to improve model transfer per…