Machine learning for plant disease incidence and severity measurements from leaf images G Owomugisha, E Mwebaze 2016 15th IEEE international conference on machine learning and applications …, 2016 | 151 | 2016 |
Automated vision-based diagnosis of banana bacterial wilt disease and black sigatoka disease G Owomugisha, JA Quinn, E Mwebaze, J Lwasa International conference on the use of mobile ICT in Africa, 1-5, 2014 | 66 | 2014 |
Matrix relevance learning from spectral data for diagnosing cassava diseases G Owomugisha, F Melchert, E Mwebaze, JA Quinn, M Biehl IEEE Access 9, 83355-83363, 2021 | 27 | 2021 |
Machine learning for diagnosis of disease in plants using spectral data G Owomugisha, F Melchert, E Mwebaze, JA Quinn, M Biehl Proceedings on the International Conference on Artificial Intelligence (ICAI …, 2018 | 26 | 2018 |
Early detection of plant diseases using spectral data G Owomugisha, E Nuwamanya, JA Quinn, M Biehl, E Mwebaze Proceedings of the 3rd International Conference on Applications of …, 2020 | 22 | 2020 |
Adaptive thresholding of cnn features for maize leaf disease classification and severity estimation HD Mafukidze, G Owomugisha, D Otim, A Nechibvute, C Nyamhere, ... Applied Sciences 12 (17), 8412, 2022 | 19 | 2022 |
Deep Gaussian convolutional neural network model in classification of cassava diseases using spectral data E Ahishakiye, W Mwangi, P Muriithi, F Kanobe, G Owomugisha, ... The Journal of Supercomputing 80 (1), 463-485, 2024 | 8 | 2024 |
A field-based recommender system for crop disease detection using machine learning J Omara, E Talavera, D Otim, D Turcza, E Ofumbi, G Owomugisha Frontiers in Artificial Intelligence 6, 1010804, 2023 | 7 | 2023 |
A low-cost 3-D printed smartphone add-on spectrometer for diagnosis of crop diseases in field G Owomugisha, PKB Mugagga, F Melchert, E Mwebaze, JA Quinn, ... Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable …, 2020 | 6 | 2020 |
Automating the segmentation of necrotized regions in cassava root images FD Ninsiima, G Owomugisha, E Mwebaze Proceedings of the International Conference on Image Processing, Computer …, 2018 | 5 | 2018 |
Computational intelligence & modeling of crop disease data in Africa G Owomugisha | 4 | 2020 |
Matrix relevance learning for multi-class classification with spectral data G Owomugisha, F Melchert, E Mwebaze, JA Quinn, M Biehl Submitted (10 2019), 2019 | 2 | 2019 |
A labeled spectral dataset with cassava disease occurrences using virus titre determination protocol G Owomugisha, J Nakatumba-Nabende, JJ Dhikusooka, E Taravera, ... Data in brief 49, 109387, 2023 | 1 | 2023 |
A Light Spectrometer Device for Crop Disease Monitoring. JJ Dhikusooka, E Nuwamanya, ET Martínez, G Owomugisha Tiny Papers@ ICLR, 2023 | | 2023 |