DroneSense: The Identification, Segmentation, and Orientation Detection of Drones via Neural Networks
Sign Up to like & getrecommendations! Published in 2022 at "IEEE Access"
DOI: 10.1109/access.2022.3162866
Abstract: The growing ubiquity of drones has raised concerns over the ability of traditional air-space monitoring technologies to accurately characterise such vehicles. Here, we present a CNN using a decision tree and ensemble structure to fully… read more here.
Keywords: identification segmentation; dronesense identification; orientation; segmentation orientation ... See more keywords
Toward robust multitype and orientation detection of vessels in maritime surveillance
Sign Up to like & getrecommendations! Published in 2020 at "Journal of Electronic Imaging"
DOI: 10.1117/1.jei.29.3.033015
Abstract: Abstract. Reliable multitype and orientation vessel detection is of vital importance for maritime surveillance. We develop three separate convolutional neural network (CNN) models for high-performance single-class vessel detection and then multiclass vessel-type/orientation detection. We also… read more here.
Keywords: orientation; vessel; orientation detection; multitype orientation ... See more keywords