HMRN: heat map regression network to detect and track small objects in wide-area motion imagery

We propose HMRN, a deep heat map regression network to detect and track small moving objects in wide-area motion imagery (WAMI) by modifying a deep multi-object tracker. Object detection in WAMI images is challenging, because they cover large geographical areas and contain many small vehicles that d...

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Veröffentlicht in:	Signal, image and video processing image and video processing, 2023-02, Vol.17 (1), p.39-45
Hauptverfasser:	Ates, Hasan F., Siddique, Arslan, Gunturk, Bahadir
Format:	Artikel
Sprache:	eng
Schlagworte:	Computer Imaging Computer Science Graphical representations Image Processing and Computer Vision Moving object recognition Multimedia Information Systems Original Paper Pattern Recognition and Graphics Regression Sequences Signal,Image and Speech Processing Subtraction Vision
Online-Zugang:	Volltext
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