Amarasingam Narmilan

Publication Activity (10 Years)

Years Active: 2022-2024
Publications (10 Years): 6

Top Topics

Supervised Machine Learning

Top Venues

Publications

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) (2024)
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) (2024)
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) (2024)
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) (2023)
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) (2022)
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) (2022)