CropSpec | Publications

Publications

G. Owomugisha, F. Melchert, E. Mwebaze, J. A. Quinn and M. Biehl, "Matrix Relevance Learning From Spectral Data for Diagnosing Cassava Diseases" , in IEEE Access, vol. 9, pp. 83355-83363, 2021, doi: 10.1109/ACCESS.2021.3087231.

G. Owomugisha, P. K. B. Mugagga, F. Melchert, E. Mwebaze, J. A Quinn, M. Biehl. “A low-cost 3-D printed smartphone add-on spectrometer for diagnosis of crop diseases in field”, Proceedings of the 3rd ACM SIGCAS Conference on Computing and Sustainable Societies, 331–332, 2, 2020.

Godliver Owomugisha, Ephraim Nuwamanya, John A. Quinn, Michael Biehl, and Ernest Mwebaze. Early Detection of Plant Diseases Using Spectral Data. In Proceedings of the 3rd International Conference on Applications of Intelligent Systems (Las Palmas de Gran Canaria, Spain). Association for Computing Machinery, New York, NY, USA, Article 26, 6, 2020.

Godliver Owomugisha, Friedrich Melchert, Ernest Mwebaze, John A Quinn, Michael Biehl. “Machine Learning for diagnosis of disease in plants using spectral data”. Int'l Conf. Artificial Intelligence, ICAI'18, Las Vegas, Nevada, USA, July 30-August 02, 2018.

Flavia Delmira Ninsiima, Godliver Owomugisha, Ernest Mwebaze. “Automating the segmentation of necrotized regions in cassava root images”. Int'l Conf. IP, Comp. Vision, and Pattern Recognition, IPCV'18, Las Vegas, Nevada, USA, July 30-August 02, 2018.

Godliver Owomugisha and Ernest Mwebaze. Machine Learning for Plant Disease Incidence and Severity Measurements from Leaf Images. IEEE International Conference on Machine Learning and Applications, Anaheim California, 2016.