Deep coupled ResNet for low-resolution face recognition

• Main Authors: Lu, Ze, Jiang, Xudong, Kot, Alex
• Other Authors: School of Electrical and Electronic Engineering
• Format: Article
• Language: English
• Published: 2020
• Subjects: Engineering::Electrical and electronic engineering; Convolutional Neural Network (CNN); Coupled Mappings (CMs)
• Online Access: https://hdl.handle.net/10356/142565
• Institution: Nanyang Technological University

Face images captured by surveillance cameras are often of low resolution (LR), which adversely affects the performance of their matching with high-resolution (HR) gallery images. Existing methods including super resolution, coupled mappings (CMs), multidimensional scaling, and convolutional neural n...