crta
Hrvatska znanstvena Sekcija img
bibliografija
3 gif
 Naslovna
 O projektu
 FAQ
 Kontakt
4 gif
Pregledavanje radova
Jednostavno pretraživanje
Napredno pretraživanje
Skupni podaci
Upis novih radova
Upute
Ispravci prijavljenih radova
Ostale bibliografije
Slični projekti
 Bibliografske baze podataka

Pregled bibliografske jedinice broj: 941522

Zbornik radova

Autori: Burić, Matija; Pobar, Miran; Ivašić-Kos, Marina
Naslov: Object Detection in Sports Videos
( Object Detection in Sports Videos )
Izvornik: Proceedings of 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar (ur.). (ur.). - Opatija, Hrvatska : Mipro , 2018. 200-206.
Skup: 41st International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)
Mjesto i datum: Opatija, Hrvatska, 21-25.05.2018.
Ključne riječi: object detectors ; sports scenes ; Mixture of Gaussians ; YOLO ; Mask R-CNN
( object detectors ; sports scenes ; Mixture of Gaussians ; YOLO ; Mask R-CNN )
Sažetak:
Object detection is commonly used in many computer vision applications. In our case, we need to apply the object detector as a prerequisite for action recognition in handball scenes. Object detection, to be successful for this task, should be as accurate as possible and should be able to deal with a different number of objects of various sizes, partially occluded, with bad illumination and deal with cluttered scenes. The aim of this paper is to provide an overview of the current state-of- the-art detection methods that rely on convolutional neural networks (CNNs) and test their performance on custom video sports materials acquired during handball training and matches. The comparison of the detector performance in different conditions will be given and discussed.
Rad je indeksiran u
bazama podataka:
Scopus
Vrsta sudjelovanja: Predavanje
Vrsta prezentacije u zborniku: Cjeloviti rad (više od 1500 riječi)
Vrsta recenzije: Međunarodna recenzija
Projekt / tema: HRZZ-IP-2016-06-8345
Izvorni jezik: eng
Kategorija: Znanstveni
Znanstvena područja:
Računarstvo,Informacijske i komunikacijske znanosti
Puni text rada: 941522.5075-Object-Detection-in-Sports-Videos-v2.pdf (tekst priložen 6. Lip. 2018. u 11:05 sati)
URL Internet adrese: http://www.mipro.hr/MIPRO2018.CIS/ELink.aspx
Upisao u CROSBI: Marina Ivašić Kos (Marina.Ivasic@inf.uniri.hr), 6. Lip. 2018. u 11:05 sati



Verzija za printanje   za tiskati


upomoc
foot_4