Pirunthan Keerthinathan
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View article: Advancing Real-Time Aerial Wildfire Detection Through Plume Recognition and Knowledge Distillation
Advancing Real-Time Aerial Wildfire Detection Through Plume Recognition and Knowledge Distillation Open
Uncrewed aerial systems (UAS)-based remote sensing and artificial intelligence (AI) analysis enable real-time wildfire or bushfire detection, facilitating early response to minimize damage and protect lives and property. However, their eff…
View article: Prediction of Thermal Response of Burning Outdoor Vegetation Using UAS-Based Remote Sensing and Artificial Intelligence
Prediction of Thermal Response of Burning Outdoor Vegetation Using UAS-Based Remote Sensing and Artificial Intelligence Open
The increasing frequency and intensity of wildfires pose severe risks to ecosystems, infrastructure, and human safety. In wildland–urban interface (WUI) areas, nearby vegetation strongly influences building ignition risk through flame cont…
View article: Modelling LiDAR-Based Vegetation Geometry for Computational Fluid Dynamics Heat Transfer Models
Modelling LiDAR-Based Vegetation Geometry for Computational Fluid Dynamics Heat Transfer Models Open
Vegetation characteristics significantly influence the impact of wildfires on individual building structures, and these effects can be systematically analyzed using heat transfer modelling software. Close-range light detection and ranging …
View article: African Lovegrass Segmentation with Artificial Intelligence Using UAS-Based Multispectral and Hyperspectral Imagery
African Lovegrass Segmentation with Artificial Intelligence Using UAS-Based Multispectral and Hyperspectral Imagery Open
The prevalence of the invasive species African Lovegrass (Eragrostis curvula, ALG thereafter) in Australian landscapes presents significant challenges for land managers, including agricultural losses, reduced native species diversity, and …
View article: Exploring unmanned aerial systems operations in wildfire management: data types, processing algorithms and navigation
Exploring unmanned aerial systems operations in wildfire management: data types, processing algorithms and navigation Open
Wildfire, also known as forest fire, is a common natural or man-made disaster that has caused devastation to both man-made structures and natural ecosystems throughout the world. Unmanned Aerial Systems (UAS)-based remote sensing (RS) prov…