Research Interest
I work in the field of image processing, specializing in particular on developing deep learning techniques for inverse problems in low-level computer vision. I mainly investigate how to incorporate traditional model-based method and deep learning-based method for flexible, effective, efficient and interpretable image restoration. Recently, I focus on the following research topics:
Deep plug-and-play image restoration
Deep unfolding image restoration
Camera pipeline