Search Results for author: Sami Romdhani

Found 6 papers, 1 papers with code

A 3D GAN for Improved Large-pose Facial Recognition

no code implementations CVPR 2021 Richard T. Marriott, Sami Romdhani, Liming Chen

Facial recognition using deep convolutional neural networks relies on the availability of large datasets of face images.

An Assessment of GANs for Identity-related Applications

no code implementations18 Dec 2020 Richard T. Marriott, Safa Madiouni, Sami Romdhani, Stéphane Gentric, Liming Chen

Generative Adversarial Networks (GANs) are now capable of producing synthetic face images of exceptionally high visual quality.

Disentanglement

Taking Control of Intra-class Variation in Conditional GANs Under Weak Supervision

no code implementations27 Nov 2018 Richard T. Marriott, Sami Romdhani, Liming Chen

For example, given only labels of ambient / non-ambient lighting, our method is able to learn multivariate lighting models disentangled from other factors such as the identity and pose.

Continuous Control

3D-aided Face Recognition Robust to Expression and Pose Variations

no code implementations CVPR 2014 Baptiste Chu, Sami Romdhani, Liming Chen

Specifically, given a probe with expression, a novel view of the face is generated where the pose is rectified and the expression neutralized.

Face Recognition

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