Efficient image super-resolution integration

• Main Authors: XU, Ke, WANG, Xin, YANG, Xin, HE, Shengfeng, ZHANG, Qiang, YIN, Baocai, WEI, Xiaopeng, LAU, Rynson W. H.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2018
• Subjects: Image super-resolution; Image processing; Gaussian conditional random fields; Information Security
• Online Access: https://ink.library.smu.edu.sg/sis_research/7855
• Institution: Singapore Management University

The super-resolution (SR) problem is challenging due to the diversity of image types with little shared properties as well as the speed required by online applications, e.g., target identification. In this paper, we explore the merits and demerits of recent deep learning-based and conventional patch...