Wensheng Pan

Semi-Supervised Blind Image Quality Assessment through Knowledge Distillation and Incremental Learning

Blind Image Quality Assessment (BIQA) aims to simulate human assessment of image quality. It has a great demand for labeled data, which is often insufficient in practice. Some researchers employ unsupervised methods to address this issue, which is challenging to emulate the human subjective system.…