Detecting Objects in Drone Imagery: a Brief Overview of Recent Progress (CROSBI ID 696112)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Sambolek, Sasa ; Ivasic-Kos, Marina
engleski
Detecting Objects in Drone Imagery: a Brief Overview of Recent Progress
Detecting objects on unmanned aerial vehicle (Drones) imagery is a challenging task and an underresearched problem that lately receives more and more attention in the research community. When shooting with a drone, not only the weather and the light conditions change, but the shooting height and angle change as well because the position of the camera is not fixed during shooting. The paper aims to describe the possibility of using drones in search and rescue operations and to provide a comprehensive overview of the area related to the detection of persons in drone imagery. The paper includes a description of publicly available datasets and a comparison of the state-of-the-art models for person detection in drone recordings and ends with a proposal for future research.
drone dataset ; object detection ; CNN
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Podaci o prilogu
1296-1301.
2020.
objavljeno
Podaci o matičnoj publikaciji
Proceedings of MIPRO 2020, 43rd International Convention
Skala, Karolj
Opatija: Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO
1847-3938
1847-3946
Podaci o skupu
MIPRO 2020
predavanje
28.09.2020-02.10.2020
Opatija, Hrvatska
Povezanost rada
Informacijske i komunikacijske znanosti, Računarstvo