A Robust Online Multi-face Tracking System (CROSBI ID 670270)
Prilog sa skupa u zborniku | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Soldić, Martin ; Marčetić, Darijan ; Ribarić, Slobodan
engleski
A Robust Online Multi-face Tracking System
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.
Multi-face tracking, Online tracking, NPD detector, DSST tracking, PSR metric
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Podaci o prilogu
159-163.
2018.
objavljeno
Podaci o matičnoj publikaciji
Proceedings ELMAR-2018
Muštra, Mario ; Grgić, Mislav ; Zovko-Cihlar, Branka ; Vitas, Dijana ; nka ; -, Vitas, D.
Zagreb: Hrvatsko društvo Elektronika u pomorstvu (ELMAR)
978-953-184-244-0
1334-2630
Podaci o skupu
60th International Symposium ELMAR-2018
predavanje
16.09.2018-19.09.2018
Zagreb, Hrvatska