Hyperspectral Imaging for Real-Time Unmanned Aerial Vehicle Maritime Target Detection

被引:22
|
作者
Freitas, Sara [1 ]
Silva, Hugo [1 ]
Almeida, Jose [2 ]
Silva, Eduardo [2 ]
机构
[1] INESC TEC, Porto, Portugal
[2] INESC TEC, Inst Super Engn Porto, Porto, Portugal
关键词
Unmanned aerial vehicles; Hyperspectral imaging; Surveillance; Target detection; Computer vision; ATMOSPHERIC CORRECTION; SYSTEM;
D O I
10.1007/s10846-017-0689-0
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
This work address hyperspectral imaging systems use for maritime target detection using unmanned aerial vehicles. Specifically, by working in the creation of a hyperspectral real-time data processing system pipeline. We develop a boresight calibration method that allows to calibrate the position of the navigation sensor related to the camera imaging sensor, and improve substantially the accuracy of the target geo-reference. We also develop an unsupervised method for segmenting targets (boats) from their dominant background in real-time. We evaluated the performance of our proposed system for target detection in real-time with UAV flight data and present detection results comparing favorably our approach against other state-of- the-art method.
引用
收藏
页码:551 / 570
页数:20
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