Naslov
Automatic monitoring of honeybees' activity outside of the hive from UHD video

Autori
Avramović, Aleksej ; Jovanović, Vedran ; Pilipović, Ratko ; Stojnić, Vladan ; Risojević, Vladimir ; Gajić, Slavica ; Simić, Mitar ; Ševo, Igor ; Muštra, Mario ; Babić, Zdenka ; Filipi, Janja

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

Izvornik
2018 14th Symposium on Neural Networks and Applications (NEUREL) / - : Institute of Electrical and Electronics Engineers (IEEE), 2018

ISBN
978-1-5386-6974-7

Skup
14th Symposium on Neural Networks and Applications (NEUREL)

Mjesto i datum
Beograd, Srbija, 20.11.2018. - 21.11.2018

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Recenziran

Ključne riječi
moving object tracking, ultra-high definition video, UAV, mixture of Gaussians

Sažetak
Studying the behavior of social insect using computer vision algorithms is an interesting topic for both biological and signal processing communities. One of the most interesting aspects in the field is tracking of honeybees. Regarding computer vision method, honeybees' behavior has been mostly monitored inside and at the entrance of the hive. In this research we are proposing the method for automatic monitoring of honeybees' activity outside of the hive. Experiments showed that the activity of honeybees outside the hive can estimated using an ultra-high definition video captured with UAV from distance of 10 meters. Specific spots where honeybees are gathered can be detected using heat maps which represent the density of their occurrence in the observed time interval.

Izvorni jezik
Engleski

POVEZANOST RADA