Dictionary Integration using 3D Morphable Face Models for Pose-invariant Collaborative-representation-based Classification.

Xiaoning Song,Zhen-Hua Feng,Guosheng Hu,Josef Kittler,William J. Christmas,Xiaojun Wu

IEEE Transactions on Information Forensics and Security（2018）

引用 32|浏览40

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摘要

The paper presents a dictionary integration algorithm using 3D morphable face models (3DMM) for pose-invariant collaborative-representation-based face classification. To this end, we first fit a 3DMM to the 2D face images of a dictionary to reconstruct the 3D shape and texture of each image. The 3D faces are used to render a number of virtual 2D face images with arbitrary pose variations to augmen...

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关键词

Face,Dictionaries,Training,Three-dimensional displays,Image reconstruction,Two dimensional displays,Solid modeling

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