All Outputs (3)

Deep Neural Networks Based Multiclass Animal Detection and Classification in Drone Imagery (2023)
Conference Proceeding
Chen, C., Edirisinghe, E., Leonce, A., Simkins, G., Khafaga, T., Sher Shah, M., & Yahya, U. (2023). Deep Neural Networks Based Multiclass Animal Detection and Classification in Drone Imagery. In 2023 International Symposium on Networks, Computers and Communications (ISNCC). https://doi.org/10.1109/isncc58260.2023.10323685

There is a growing interest among the research community in the search for possible technology-driven strategies for the conservation of the much-needed, historically rich and culturally important, desert life. In this work, we investigate the use of... Read More about Deep Neural Networks Based Multiclass Animal Detection and Classification in Drone Imagery.

Deep Neural Network Based Automatic Litter Detection in Desert Areas Using Unmanned Aerial Vehicle Imagery (2023)
Conference Proceeding
Wang, G., Leonce, A., Hacid, H., & Edirisinghe, E. (2023). Deep Neural Network Based Automatic Litter Detection in Desert Areas Using Unmanned Aerial Vehicle Imagery. In 2023 International Symposium on Networks, Computers and Communications (ISNCC). https://doi.org/10.1109/isncc58260.2023.10323960

The United Arab Emirates (UAE) values its relationship with the desert, considering it a crucial part of its heritage and culture. However, the desert faces environmental challenges due to the improper disposal of garbage by visitors and the dumping... Read More about Deep Neural Network Based Automatic Litter Detection in Desert Areas Using Unmanned Aerial Vehicle Imagery.

Ghaf Tree Detection from Unmanned Aerial Vehicle Imagery Using Convolutional Neural Networks (2023)
Conference Proceeding
Wang, G., Leonce, A., Edirisinghe, E., Khafaga, T., Simkins, G., Yahya, U., & Sher Shah, M. (2023). Ghaf Tree Detection from Unmanned Aerial Vehicle Imagery Using Convolutional Neural Networks. . https://doi.org/10.1109/isncc58260.2023.10323713

The Ghaf is a drought-resilient tree native to some parts of Asia and the Indian Subcontinent, including the United Arab Emirates (UAE). To the UAE, the Ghaf is a national tree, and it is regarded as a symbol of stability and peace due to its histori... Read More about Ghaf Tree Detection from Unmanned Aerial Vehicle Imagery Using Convolutional Neural Networks.