Perceptual quality assessment for no-reference image via optimization-based meta-learning

Longsheng Wei, Qingqing Yan, Wei Liu, Dapeng Luo

Abstract: Highlights•We integrate the image quality assessment with meta-learning strategy.•This model optimizes initialization parameter and learning rate simultaneously.•Our framework can learn various distortion knowledge and complex real distortions.