no code implementations • 2 Jan 2022 • Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Moi Hoon Yap
The RSTL layer easily adapts dual encoders by increasing the unique semantic information through direct communication.
no code implementations • 7 May 2021 • Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Moi Hoon Yap
It introduces the use of foreground segmentation masks to preserve the fidelity.
2 code implementations • 11 Aug 2020 • Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Gee-Sern Hsu, Moi Hoon Yap
We address the problem by proposing a Wasserstein GAN combined with a new reverse mask operator, namely Reverse Masking Network (R-MNet), a perceptual adversarial network for image inpainting.
no code implementations • 2 Jun 2020 • Xavier Alameda-Pineda, Vincent Drouard, Radu Horaud
In this paper, we propose a variational approximation of piecewise linear dynamical systems.
no code implementations • 11 Jan 2020 • Jireh Jam, Connah Kendrick, Vincent Drouard, Kevin Walker, Gee-Sern Hsu, Moi Hoon Yap
Additionally, we propose a Wasserstein-Perceptual loss function to preserve colour and maintain realism on a reconstructed image.
no code implementations • 31 Mar 2016 • Vincent Drouard, Radu Horaud, Antoine Deleforge, Silèye Ba, Georgios Evangelidis
Head-pose estimation has many applications, such as social event analysis, human-robot and human-computer interaction, driving assistance, and so forth.