DeepDeblur : text image recovery from blur to sharp

• Main Authors: Mei, Jianhan, Wu, Ziming, Chen, Xiang, Qiao, Yu, Ding, Henghui, Jiang, Xudong
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2021
• Subjects: Engineering::Electrical and electronic engineering; Text Deblurring; Convolutional Neural Network
• Online Access: https://hdl.handle.net/10356/151740
• Institution: Nanyang Technological University

Digital images could be degraded by a variety of blur during the image acquisition (i.e. relative motion of cameras, electronic noise, capturing defocus, and so on). Blurring images can be computationally modeled as the result of a convolution process with the corresponding blur kernel and thus, ima...