Hallucination of facial details from degraded images using 3D face models

作者：

Highlights：

• A 3D model-based algorithm for face hallucination at any pose and illumination

• A method for including non-local effects (e.g. blur) in 3D analysis-by-synthesis

• The algorithm combines low spatial frequency information with details of a 3D model.

• Transfer of high spatial frequency details for hallucination on the level of pores

• Occlusion handling and seamless texture reconstruction

摘要

•A 3D model-based algorithm for face hallucination at any pose and illumination•A method for including non-local effects (e.g. blur) in 3D analysis-by-synthesis•The algorithm combines low spatial frequency information with details of a 3D model.•Transfer of high spatial frequency details for hallucination on the level of pores•Occlusion handling and seamless texture reconstruction

论文关键词：Face hallucination,3D models,Model-based deblurring,Occlusions,Faces

论文评审过程：Received 24 December 2013, Revised 23 October 2014, Accepted 13 June 2015, Available online 24 June 2015, Version of Record 4 July 2015.

论文官网地址：https://doi.org/10.1016/j.imavis.2015.06.004