A computer vision assisted geoinformation inventory for traffic infrastructure (CROSBI ID 567074)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Šegvić, Siniša ; Brkić, Karla ; Kalafatić, Zoran ; Stanisavljević, Vladimir ; Ševrović, Marko ; Budimir, Damir ; Dadić, Ivan
engleski
A computer vision assisted geoinformation inventory for traffic infrastructure
Geoinformation inventories are often employed as a tool for providing a comprehensive view onto the required state of traffic control infrastructure. They are especially important in road safety inspection where, in combination with georeferenced video, they enable repeatable off- line and off-site assessments as an attractive aternative to classic on-site inspection. Nevertheless, manual assessments are tedious and time-consuming even when performed off-line, and this seriously impairs the potential of the geoinformation inventory concept. This paper therefore researches a hypothesis that suitable georeferenced video processing techniques would allow reliable automation of the following operations: i) creation of the traffic inventory from the given video, and ii) assessing the video against the state in the inventory. Prominent computer vision approaches have been rigorously and systematically evaluated and the obtained results are presented. The results seem to support the hypothesis, although further work is required for a more definite answer.
computer vision ; geoinformation inventories
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Podaci o prilogu
66-73.
2010.
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objavljeno
978-1-4244-7658-9
Podaci o matičnoj publikaciji
Intelligent Transportation Systems, 2010. ITSC '10. 13th International IEEE Conference on Intelligent Transportation Systems
Yibing, Wang
Piscataway (NJ): Institute of Electrical and Electronics Engineers (IEEE)
2153-0009
Podaci o skupu
International Conference on Intelligent Transportation Systems
predavanje
19.09.2010-22.09.2010
Funchal, Portugal