Search Results for author: Sylvie Chambon

Found 4 papers, 2 papers with code

SLSNet: Skin lesion segmentation using a lightweight generative adversarial network

1 code implementation1 Jul 2019 Md. Mostafa Kamal Sarker, Hatem A. Rashwan, Farhan Akram, Vivek Kumar Singh, Syeda Furruka Banu, Forhad U H Chowdhury, Kabir Ahmed Choudhury, Sylvie Chambon, Petia Radeva, Domenec Puig, Mohamed Abdel-Nasser

Thus, this article aims to achieve precise skin lesion segmentation with minimum resources: a lightweight, efficient generative adversarial network (GAN) model called SLSNet, which combines 1-D kernel factorized networks, position and channel attention, and multiscale aggregation mechanisms with a GAN model.

Generative Adversarial Network Image Segmentation +5

Using Curvilinear Features in Focus for Registering a Single Image to a 3D Object

no code implementations26 Feb 2018 Hatem A. Rashwan, Sylvie Chambon, Pierre Gurdjos, Géraldine Morin, Vincent Charvillat

The results presented highlight the quality of the features detected, in term of repeatability, and also the interest of the approach for registration and pose estimation.

Pose Estimation

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