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2020 – today
- 2024
[j6]Amarasingam Narmilan
, Fernando Vanegas, Melissa Hele, Angus Warfield, Felipe Gonzalez:
Integrating Artificial Intelligence and UAV-Acquired Multispectral Imagery for the Mapping of Invasive Plant Species in Complex Natural Environments. Remote. Sens. 16(9): 1582 (2024)- [j5]Pirunthan Keerthinathan, Amarasingam Narmilan, Jane E. Kelly, Nicolas Mandel, Remy L. Dehaan, Lihong Zheng, Grant Hamilton, Felipe Gonzalez:
African Lovegrass Segmentation with Artificial Intelligence Using UAS-Based Multispectral and Hyperspectral Imagery. Remote. Sens. 16(13): 2363 (2024) - [j4]Damini Raniga, Amarasingam Narmilan, Juan Sandino, Ashray Doshi, Johan Barthélemy, Krystal Randall, Sharon A. Robinson, Felipe Gonzalez, Barbara Bollard:
Monitoring of Antarctica's Fragile Vegetation Using Drone-Based Remote Sensing, Multispectral Imagery and AI. Sensors 24(4): 1063 (2024) - 2023
- [j3]Amarasingam Narmilan, Mark Hamilton, Jane E. Kelly, Lihong Zheng, Juan Sandino, Felipe Gonzalez, Remy L. Dehaan, Hillary Cherry:
Autonomous Detection of Mouse-Ear Hawkweed Using Drones, Multispectral Imagery and Supervised Machine Learning. Remote. Sens. 15(6): 1633 (2023) - 2022
- [j2]Amarasingam Narmilan, Felipe Gonzalez, Arachchige Surantha Ashan Salgadoe, Unupen Widanelage Lahiru Madhushanka Kumarasiri, Hettiarachchige Asiri Sampageeth Weerasinghe, Buddhika Rasanjana Kulasekara:
Predicting Canopy Chlorophyll Content in Sugarcane Crops Using Machine Learning Algorithms and Spectral Vegetation Indices Derived from UAV Multispectral Imagery. Remote. Sens. 14(5): 1140 (2022) - [j1]Amarasingam Narmilan, Felipe Gonzalez, Arachchige Surantha Ashan Salgadoe, Juan Sandino, Kevin S. Powell:
Detection of White Leaf Disease in Sugarcane Crops Using UAV-Derived RGB Imagery with Existing Deep Learning Models. Remote. Sens. 14(23): 6137 (2022)
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