Deep Convolutional Neural Networks in the Face of Caricature: Identity and Image Revealed

no code implementations • 28 Dec 2018 • Matthew Q. Hill, Connor J. Parde, Carlos D. Castillo, Y. Ivette Colon, Rajeev Ranjan, Jun-Cheng Chen, Volker Blanz, Alice J. O'Toole

Deep convolutional neural networks (DCNNs) also create generalizable face representations, but with cascades of simulated neurons.

Caricature Face Recognition +1

Deep Convolutional Neural Network Features and the Original Image

no code implementations • 6 Nov 2016 • Connor J. Parde, Carlos Castillo, Matthew Q. Hill, Y. Ivette Colon, Swami Sankaranarayanan, Jun-Cheng Chen, Alice J. O'Toole

The results show that the DCNN features contain surprisingly accurate information about the yaw and pitch of a face, and about whether the face came from a still image or a video frame.

Face Recognition