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Pregled bibliografske jedinice broj: 1199960

ANN IN COUNTING AND CLASSIFICATION OF VESSELS FOR TRAFFIC RESEARCH


Vujović, Igor; Petković, Miro; Kuzmanić, Ivica; Šoda, Joško
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

Profili:

Avatar Url Ivica Kuzmanić (autor)

Avatar Url Joško Šoda (autor)

Avatar Url Miro Petković (autor)

Avatar Url Igor Vujović (autor)


Citiraj ovu publikaciju:

Vujović, Igor; Petković, Miro; Kuzmanić, Ivica; Šoda, Joško
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)
Vujović, I., Petković, M., Kuzmanić, I. & Šoda, J. (2022) ANN IN COUNTING AND CLASSIFICATION OF VESSELS FOR TRAFFIC RESEARCH. U: Zanne, M., Bajec, P. & Twrdy, E. (ur.)20TH INTERNATIONAL CONFERENCE ON TRANSPORT SCIENCE ICTS 2022, CONFERENCE PROCEEDINGS.
@article{article, author = {Vujovi\'{c}, Igor and Petkovi\'{c}, Miro and Kuzmani\'{c}, Ivica and \v{S}oda, Jo\v{s}ko}, year = {2022}, pages = {421-424}, keywords = {Yolo 4, maritime zone surveillance, counting of no-AIS vessels, classification of maritime vessels}, title = {ANN IN COUNTING AND CLASSIFICATION OF VESSELS FOR TRAFFIC RESEARCH}, keyword = {Yolo 4, maritime zone surveillance, counting of no-AIS vessels, classification of maritime vessels}, publisher = {Fakulteta za pomorstvo in promet Univerza v Ljubljani}, publisherplace = {Portoro\v{z}, Slovenija} }
@article{article, author = {Vujovi\'{c}, Igor and Petkovi\'{c}, Miro and Kuzmani\'{c}, Ivica and \v{S}oda, Jo\v{s}ko}, year = {2022}, pages = {421-424}, keywords = {Yolo 4, maritime zone surveillance, counting of no-AIS vessels, classification of maritime vessels}, title = {ANN IN COUNTING AND CLASSIFICATION OF VESSELS FOR TRAFFIC RESEARCH}, keyword = {Yolo 4, maritime zone surveillance, counting of no-AIS vessels, classification of maritime vessels}, publisher = {Fakulteta za pomorstvo in promet Univerza v Ljubljani}, publisherplace = {Portoro\v{z}, Slovenija} }




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