Joint face hallucination and deblurring via structure generation and detail enhancement

• Main Authors: SONG, Yibing, ZHANG, Jiawei, GONG, Lijun, HE, Shengfeng, BAO, Linchao, PAN, Jinshan, YANG, Qingxiong, YANG, Ming-Hsuan
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2019
• Subjects: Face hallucination; Face deblurring; Convolutional Neural Network; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7867
• Institution: Singapore Management University

We address the problem of restoring a high-resolution face image from a blurry low-resolution input. This problem is difficult as super-resolution and deblurring need to be tackled simultaneously. Moreover, existing algorithms cannot handle face images well as low-resolution face images do not have...