Pregled bibliografske jedinice broj: 972304
A Robust Online Multi-face Tracking System
A Robust Online Multi-face Tracking System // Proceedings ELMAR-2018 / Muštra, Mario ; Grgić, Mislav ; Zovko-Cihlar, Branka ; Vitas, Dijana ; nka ; -, Vitas, D. (ur.).
Zagreb: Hrvatsko društvo Elektronika u pomorstvu (ELMAR), 2018. str. 159-163 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
CROSBI ID: 972304 Za ispravke kontaktirajte CROSBI podršku putem web obrasca
Naslov
A Robust Online Multi-face Tracking System
Autori
Soldić, Martin ; Marčetić, Darijan ; Ribarić, Slobodan
Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni
Izvornik
Proceedings ELMAR-2018
/ Muštra, Mario ; Grgić, Mislav ; Zovko-Cihlar, Branka ; Vitas, Dijana ; nka ; -, Vitas, D. - Zagreb : Hrvatsko društvo Elektronika u pomorstvu (ELMAR), 2018, 159-163
ISBN
978-953-184-244-0
Skup
60th International Symposium ELMAR-2018
Mjesto i datum
Zadar, Hrvatska, 16.09.2018. - 19.09.2018
Vrsta sudjelovanja
Predavanje
Vrsta recenzije
Međunarodna recenzija
Ključne riječi
Multi-face tracking, Online tracking, NPD detector, DSST tracking, PSR metric
Sažetak
This paper presents a system for robust online multi-face tracking in video sequences recorded by a stationary camera. Several components and algorithms are combined in the system architecture: an NPD robust face detector, a DSST tracker augmented with FIFO long- and short-term memories (LTMs/STMs), trajectory memories (TMs), a PSR-based tracking failure detector and a Hungarian algorithm for trajectory assignment. The paper gives the preliminary experimental results, expressed by testing MOT, MOTP and IDS metrics, obtained on the benchmark dataset consisting of three videos.
Izvorni jezik
Engleski
POVEZANOST RADA
Citiraj ovu publikaciju:
Časopis indeksira:
- Web of Science Core Collection (WoSCC)
- Social Science Citation Index (SSCI)
- Conference Proceedings Citation Index - Social Sciences & Humanities (CPCI-SSH)
- Scopus
