Filters








2 Hits in 2.6 sec

PF-cpGAN: Profile to Frontal Coupled GAN for Face Recognition in the Wild [article]

Fariborz Taherkhani, Veeru Talreja, Jeremy Dawson, Matthew C. Valenti, Nasser M. Nasrabadi
2020 arXiv   pre-print
However, many of these deep face recognition models perform relatively poorly in handling profile faces compared to frontal faces.  ...  The major reason for this poor performance is that it is inherently difficult to learn large pose invariant deep representations that are useful for profile face recognition.  ...  of face recognition to better understand the effectiveness of the PF-cpGAN for profile to frontal face recognition.  ... 
arXiv:2005.02166v1 fatcat:n5g62pifyjeafonwkzq4pgipbq

Profile to Frontal Face Recognition in the Wild Using Coupled Conditional GAN [article]

Fariborz Taherkhani, Veeru Talreja, Jeremy Dawson, Matthew C. Valenti, Nasser M. Nasrabadi
2021 arXiv   pre-print
The major reason for poor performance in handling of profile faces is that it is inherently difficult to learn pose-invariant deep representations that are useful for profile face recognition.  ...  However, many of these deep face recognition models perform much better in handling frontal faces compared to profile faces.  ...  of face recognition to better understand the effectiveness of the PF-cpGAN for profile to frontal face recognition.  ... 
arXiv:2107.13742v1 fatcat:jmjnrsla3vesvoc7z44smprtgi