Pregled bibliografske jedinice broj: 1246777
Detection and localization of underground objects from GPR recordings using random search approach
Detection and localization of underground objects from GPR recordings using random search approach // Abstract Book - 6th International Workshop on Data Science / Organiser - Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science / Lončarić, Sven ; Šmuc, Tomislav (ur.).
Zagreb, Hrvatska, 2022. str. 50-51 (predavanje, recenziran, prošireni sažetak, znanstveni)
CROSBI ID: 1246777 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
Detection and localization of underground objects
from GPR recordings using random search approach
Autori
Štifanić, Daniel ; Musulin, Jelena ; Car, Zlatan
Vrsta, podvrsta i kategorija rada
Sažeci sa skupova, prošireni sažetak, znanstveni
Izvornik
Abstract Book - 6th International Workshop on Data Science / Organiser - Centre of Research Excellence for Data Science and Cooperative Systems Research Unit for Data Science
/ Lončarić, Sven ; Šmuc, Tomislav - , 2022, 50-51
Skup
7th International Workshop on Data Science (IWDS 2022)
Mjesto i datum
Zagreb, Hrvatska, 26.10.2022
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Recenziran
Ključne riječi
GPR recordings ; detection ; random-search
Sažetak
The main aim of this research is to develop a method for the detection and localization of underground objects from GPR recordings using random search. Such a method can potentially produce better overall performance, compared to modern object detectors based on artificial intelligence in cases where a database has a small number of samples, or the features of interest are poorly annotated.
Izvorni jezik
Engleski
Znanstvena područja
Interdisciplinarne tehničke znanosti
POVEZANOST RADA
Projekti:
--KK.01.1.1.01.009 - Napredne metode i tehnologije u znanosti o podatcima i kooperativnim sustavima (DATACROSS) (Šmuc, Tomislav; Lončarić, Sven; Petrović, Ivan; Jokić, Andrej; Palunko, Ivana) ( CroRIS)
--KK.01.2.2.03.0004 - Centar kompetencija za pametne gradove (CEKOM) (Car, Zlatan; Slavić, Nataša; Vilke, Siniša) ( CroRIS)
InoUstZnVO-CIII-HR-0108-10 - Concurrent Product and Technology Development - Teaching, Research and Implementation of Joint Programs Oriented in Production and Industrial Engineering (Car, Zlatan, InoUstZnVO - CEEPUS) ( CroRIS)
Ostalo-CEI - 305.6019-20 - Use of regressive artificial intelligence (AI) and machine learning (ML) methods in modelling of COVID-19 spread (COVIDAi) (Car, Zlatan, Ostalo - CEI Extraordinary Call for Proposals 2020) ( CroRIS)
NadSve-Sveučilište u Rijeci-uniri-tehnic-18-275-1447 - Razvoj inteligentnog ekspertnog sustava za online diagnostiku raka mokračnog mjehura (Car, Zlatan, NadSve - UNIRI potpore) ( CroRIS)
Ustanove:
Tehnički fakultet, Rijeka
