A Survey on African Computer Vision Datasets, Topics and Researchers

no code implementations • 21 Jan 2024 • Abdul-Hakeem Omotayo, Ashery Mbilinyi, Lukman Ismaila, Houcemeddine Turki, Mahmoud Abdien, Karim Gamal, Idriss Tondji, Yvan Pimi, Naome A. Etori, Marwa M. Matar, Clifford Broni-Bediako, Abigail Oppong, Mai Gamal, Eman Ehab, Gbetondji Dovonon, Zainab Akinjobi, Daniel Ajisafe, Oluwabukola G. Adegboro, Mennatullah Siam

The aim is to provide a survey of African computer vision topics, datasets and researchers.

3D Reconstruction object-detection +2

Two-stage Joint Transductive and Inductive learning for Nuclei Segmentation

no code implementations • 15 Nov 2023 • Hesham Ali, Idriss Tondji, Mennatullah Siam

In this study, we propose a novel approach to nuclei segmentation that leverages the available labelled and unlabelled data.

Image Segmentation Medical Image Segmentation +3

Towards a Better Understanding of the Computer Vision Research Community in Africa

no code implementations • 11 May 2023 • Abdul-Hakeem Omotayo, Mai Gamal, Eman Ehab, Gbetondji Dovonon, Zainab Akinjobi, Ismaila Lukman, Houcemeddine Turki, Mahmod Abdien, Idriss Tondji, Abigail Oppong, Yvan Pimi, Karim Gamal, Ro'ya-CV4Africa, Mennatullah Siam

Moreover, we study all computer vision publications beyond top-tier venues in different African regions to find that mainly Northern and Southern Africa are publishing in computer vision with 68. 5% and 15. 9% of publications, resp.

3D Reconstruction object-detection +2