Pregled bibliografske jedinice broj: 1199960
ANN IN COUNTING AND CLASSIFICATION OF VESSELS FOR TRAFFIC RESEARCH
ANN IN COUNTING AND CLASSIFICATION OF VESSELS FOR TRAFFIC RESEARCH // 20TH INTERNATIONAL CONFERENCE ON TRANSPORT SCIENCE ICTS 2022, CONFERENCE PROCEEDINGS / Zanne, Marina ; Bajec, Patricija ; Twrdy, Elen (ur.).
Portorož: Fakulteta za pomorstvo in promet Univerza v Ljubljani, 2022. str. 421-424 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 1199960 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
ANN IN COUNTING AND CLASSIFICATION OF VESSELS FOR
TRAFFIC RESEARCH
Autori
Vujović, Igor ; Petković, Miro ; Kuzmanić, Ivica ; Šoda, Joško
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
20TH INTERNATIONAL CONFERENCE ON TRANSPORT SCIENCE ICTS 2022, CONFERENCE PROCEEDINGS
/ Zanne, Marina ; Bajec, Patricija ; Twrdy, Elen - Portorož : Fakulteta za pomorstvo in promet Univerza v Ljubljani, 2022, 421-424
Skup
20th International Conference on Transport Science (ICTS 2022)
Mjesto i datum
Portorož, Slovenija, 23.06.2022. - 24.06.2022
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Yolo 4 ; maritime zone surveillance ; counting of no-AIS vessels ; classification of maritime vessels
Sažetak
Data on traffic and types of ships are important for many researches. Manual counting of ships is impractical. Therefore, automated systems should be used. Ships with AIS can be counted automatically, but many ships do not have AIS transponder installed. Ships outside AIS can only be counted automatically by some kind of video surveillance. In order to count and classify ships in the maritime zone of Port of Split, we used artificial neural network and long range high resolution Dahua camera. Since the Port of Split is mainly a passenger and commercial terminal, we classified the ships into nine classes: small craft, motorboat, pleasure boat, fishing boat, yacht, excursion boat, high speed craft, ferry and cruiser.
Izvorni jezik
Engleski
Znanstvena područja
Elektrotehnika, Tehnologija prometa i transport
POVEZANOST RADA
Projekti:
VLASTITA-SREDSTVA-pfst-2018-03 - Uspostava referalne baze za istraživanje utjecaja vremenskih prilika na video nadzor u pomorskom prometu (ERDBSIWCMVS) (Vujović, Igor, VLASTITA-SREDSTVA - Interni poziv ustanove) ( CroRIS)
Ustanove:
Pomorski fakultet, Split