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A Simple Approach to Multiview Face Hallucination

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4 Author(s)
Xiang Ma ; Sch. of Electron. & Inf. Eng., Xi''an Jiaotong Univ., Xi''an, China ; Hua Huang ; Shaopeng Wang ; Chun Qi

Most face hallucination methods are usually limited to frontal face with small pose variations. This letter presents a simple and efficient multiview face hallucination (MFH) method to generate high-resolution (HR) multiview faces from a single given low-resolution (LR) one. The problem is addressed in two steps. A simple face transformation method is proposed by defining a constrained least square problem for LR multiview face transformation and a position-patch based face hallucination method is extended to incorporate HR multiview face details. Experimental results show that our approach has some advantages over existing MFH methods.

Published in:
Signal Processing Letters, IEEE  (Volume:17 ,  Issue: 6 )

Date of Publication: June 2010

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