no code implementations • 5 Sep 2023 • Simone Foti, Alexander J. Rickart, Bongjin Koo, Eimear O' Sullivan, Lara S. van de Lande, Athanasios Papaioannou, Roman Khonsari, Danail Stoyanov, N. u. Owase Jeelani, Silvia Schievano, David J. Dunaway, Matthew J. Clarkson
The use of deep learning to undertake shape analysis of the complexities of the human head holds great promise.
1 code implementation • 24 Feb 2023 • Simone Foti, Bongjin Koo, Danail Stoyanov, Matthew J. Clarkson
Designing realistic digital humans is extremely complex.
1 code implementation • CVPR 2022 • Simone Foti, Bongjin Koo, Danail Stoyanov, Matthew J. Clarkson
Learning a disentangled, interpretable, and structured latent representation in 3D generative models of faces and bodies is still an open problem.
no code implementations • 8 Sep 2020 • Simone Foti, Bongjin Koo, Thomas Dowrick, Joao Ramalhinho, Moustafa Allam, Brian Davidson, Danail Stoyanov, Matthew J. Clarkson
In this work we propose a method based on geometric deep learning to predict the complete surface of the liver, given a partial point cloud of the organ obtained during the surgical laparoscopic procedure.