Browsing by Author "Siddique, Arslan"

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

Ateş, Hasan Fehmi; Siddique, Arslan; Güntürk, Bahadır (Springer Science and Business Media Deutschland GmbH, 2023)

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, ...
Improved YOLOv4 for aerial object detection

Ali, Sharoze; Siddique, Arslan; Ateş, Hasan Fehmi; Güntürk, Bahadır Kürşat (Institute of Electrical and Electronics Engineers Inc., 2021)

Drones equipped with cameras are being used for surveillance purposes. These surveillance systems need vision-based object detection of ground objects which look very small because of the altitude of drones. We propose an ...