Amarasingam Narmilan

According to our database, Amarasingam Narmilan authored at least 7 papers between 2022 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Mapping of insect pest infestation for precision agriculture: A UAV-based multispectral imaging and deep learning techniques.

Amarasingam Narmilan, Kevin S. Powell, Juan Sandino, Dmitry Bratanov, Arachchige Surantha Ashan Salgadoe, Felipe Gonzalez

Int. J. Appl. Earth Obs. Geoinformation, 2025

2024

African Lovegrass Segmentation with Artificial Intelligence Using UAS-Based Multispectral and Hyperspectral Imagery.

Pirunthan Keerthinathan, Amarasingam Narmilan, Jane E. Kelly, Nicolas Mandel, Remy L. Dehaan, Lihong Zheng, Grant Hamilton, Felipe Gonzalez

Remote. Sens., July, 2024

Integrating Artificial Intelligence and UAV-Acquired Multispectral Imagery for the Mapping of Invasive Plant Species in Complex Natural Environments.

Amarasingam Narmilan, Fernando Vanegas, Melissa Hele, Angus Warfield, Felipe Gonzalez

Remote. Sens., May, 2024

Monitoring of Antarctica's Fragile Vegetation Using Drone-Based Remote Sensing, Multispectral Imagery and AI.

Damini Raniga, Amarasingam Narmilan, Juan Sandino, Ashray Doshi, Johan Barthélemy, Krystal Randall, Sharon A. Robinson, Felipe Gonzalez, Barbara Bollard

Sensors, February, 2024

2023

Autonomous Detection of Mouse-Ear Hawkweed Using Drones, Multispectral Imagery and Supervised Machine Learning.

Amarasingam Narmilan, Mark Hamilton, Jane E. Kelly, Lihong Zheng, Juan Sandino, Felipe Gonzalez, Remy L. Dehaan, Hillary Cherry

Remote. Sens., March, 2023

2022

Detection of White Leaf Disease in Sugarcane Crops Using UAV-Derived RGB Imagery with Existing Deep Learning Models.

Amarasingam Narmilan, Felipe Gonzalez, Arachchige Surantha Ashan Salgadoe, Juan Sandino, Kevin S. Powell

Remote. Sens., December, 2022

Predicting Canopy Chlorophyll Content in Sugarcane Crops Using Machine Learning Algorithms and Spectral Vegetation Indices Derived from UAV Multispectral Imagery.

Amarasingam Narmilan, Felipe Gonzalez, Arachchige Surantha Ashan Salgadoe, Unupen Widanelage Lahiru Madhushanka Kumarasiri, Hettiarachchige Asiri Sampageeth Weerasinghe, Buddhika Rasanjana Kulasekara

Remote. Sens., 2022