A comparative analysis of gradient descent-based optimization algorithms on convolutional neural networks EM Dogo, OJ Afolabi, NI Nwulu, B Twala, CO Aigbavboa 2018 international conference on computational techniques, electronics and …, 2018 | 309 | 2018 |
Blood vessel segmentation from fundus images using modified u-net convolutional neural network AO Joshua, FV Nelwamondo, G Mabuza-Hocquet Journal of Image and Graphics 8 (1), 21-25, 2020 | 49 | 2020 |
Segmentation of optic cup and disc for diagnosis of glaucoma on retinal fundus images AO Joshua, FV Nelwamondo, G Mabuza-Hocquet 2019 Southern African Universities Power Engineering Conference/Robotics and …, 2019 | 31 | 2019 |
The use of U-Net Lite and Extreme Gradient Boost (XGB) for Glaucoma Detection OJ Afolabi, GP Mabuza-Hocquet, FV Nelwamondo, BS Paul IEEE access 9, 1, 2021 | 23 | 2021 |
On the relative impact of optimizers on convolutional neural networks with varying depth and width for image classification EM Dogo, OJ Afolabi, B Twala Applied Sciences 12 (23), 11976, 2022 | 10 | 2022 |
Assessment of the cup-to-disc ratio method for glaucoma detection AO Joshua, G Mabuza-Hocquet, FV Nelwamondo 2020 International SAUPEC/RobMech/PRASA Conference, 1-5, 2020 | 10 | 2020 |
International Conference on Computational Techniques, Electronics and Mechanical Systems (CTEMS) EM Dogo, O Afolabi, N Nwulu, B Twala, C Aigbavboa IEEE, 2018 | 5 | 2018 |
Combating Road Traffic Congestion with Big Data: A Bibliometric Review and Analysis of Scientific Research EM Dogo, T Makaba, OJ Afolabi, AC Ajibo Combating Road Traffic Congestion with Big Data: A Bibliometric Review and …, 2021 | 1 | 2021 |
The use of area covered by blood vessels in fundus images to detect glaucoma JA Oluwatobi, G Mabuza-Hocquet, FV Nelwamondo Intelligent Systems Design and Applications: 19th International Conference …, 2021 | 1 | 2021 |
Detecting glaucoma from fundus images using a Novel U-Net Lite Model and Machine Learning Algorithms OJ Afolabi University of Johannesburg, 2022 | | 2022 |
Assessment of the ISNT rule on publicly available datasets JA Oluwatobi, G Mabuza-Hocquet, FV Nelwamondo Intelligent Systems Design and Applications: 19th International Conference …, 2021 | | 2021 |
Delay measurement and prioritization of BRT at signalized intersection: the Johannesburg Reavaya as a case study OJ Afolabi PQDT-Global, 2017 | | 2017 |
A robust technique for detecting glaucoma from fundus OJ Afolabi, FV Nelwamondo, GP Mabuza-Hocket, BS Paul | | |