Face Frontalization Using an Appearance-Flow-Based Convolutional Neural Network

Facial pose variation is one of the major factors making face recognition (FR) a challenging task. One popular solution is to convert non-frontal faces to frontal ones on which FR is performed. Rotating faces causes facial pixel value changes. Therefore, existing CNN-based methods learn to synthesiz...

Ausführliche Beschreibung

Bibliographische Detailangaben
Veröffentlicht in:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society. - 1992. - 28(2019), 5 vom: 29. Mai, Seite 2187-2199
1. Verfasser: Zhang, Zhihong (VerfasserIn)
Weitere Verfasser: Chen, Xu, Wang, Beizhan, Hu, Guosheng, Zuo, Wangmeng, Hancock, Edwin R
Format: Online-Aufsatz
Sprache:English
Veröffentlicht: 2019
Zugriff auf das übergeordnete Werk:IEEE transactions on image processing : a publication of the IEEE Signal Processing Society
Schlagworte:Journal Article