Naslov
Detecting Objects in Drone Imagery: a Brief Overview of Recent Progress

Autori
Sambolek, Sasa ; Ivasic-Kos, Marina

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of MIPRO 2020, 43rd International Convention / Skala, Karolj - Opatija : Hrvatska udruga za informacijsku i komunikacijsku tehnologiju, elektroniku i mikroelektroniku - MIPRO, 2020, 1296-1301

Skup
43nd International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO 2020)

Mjesto i datum
Opatija, Hrvatska, 28.09.2020. - 02.10.2020

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
drone dataset ; object detection ; CNN

Sažetak
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.

Izvorni jezik
Engleski

Znanstvena područja
Računarstvo, Informacijske i komunikacijske znanosti

POVEZANOST RADA