Joint face hallucination and deblurring via structure generation and detail enhancement

• المؤلفون الرئيسيون: SONG, Yibing, ZHANG, Jiawei, GONG, Lijun, HE, Shengfeng, BAO, Linchao, PAN, Jinshan, YANG, Qingxiong, YANG, Ming-Hsuan
• التنسيق: text
• اللغة: English
• منشور في: Institutional Knowledge at Singapore Management University 2019
• الموضوعات: Face hallucination; Face deblurring; Convolutional Neural Network; Information Security
• الوصول للمادة أونلاين: https://ink.library.smu.edu.sg/sis_research/7867

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...