A survey of face hallucination

Authors:
Yan Liang;Jian-Huang Lai;Wei-Shi Zheng;Zemin Cai
Affiliations:
Sun Yat-sen University, China;Sun Yat-sen University, China;Sun Yat-sen University, China;Department of Electronic Engineering, College of Engineering, Shantou University, China
Venue:
CCBR'12 Proceedings of the 7th Chinese conference on Biometric Recognition
Year:
2012

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Abstract

Due to the numerous important applications of face images, such as long-distance video surveillance and identity verification, face hallucination has been an active research topic in the last decade. This paper makes a survey of approaches to high quality face hallucination by looking at theoretical backgrounds and practical results. The strengths and weaknesses of these approaches are identified to form a base for a new sparsity-based method for super-resolving mis-aligned face images.