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Pregled bibliografske jedinice broj: 972304

A Robust Online Multi-face Tracking System


Soldić, Martin; Marčetić, Darijan; Ribarić, Slobodan
A Robust Online Multi-face Tracking System // Proceedings ELMAR-2018 / Muštra, Mario ; Grgić, Mislav ; Zovko-Cihlar, Branka ; Vitas, Dijana ; nka ; -, Vitas, D. (ur.).
Zagreb: ELMAR, 2018. str. 159-163 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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 : ELMAR, 2018, 159-163

ISBN
978-953-184-244-0

Skup
60th International Symposium ELMAR-2018

Mjesto i datum
Zadar, Hrvatska, 16-19.09.2018

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

Citiraj ovu publikaciju

Soldić, Martin; Marčetić, Darijan; Ribarić, Slobodan
A Robust Online Multi-face Tracking System // Proceedings ELMAR-2018 / Muštra, Mario ; Grgić, Mislav ; Zovko-Cihlar, Branka ; Vitas, Dijana ; nka ; -, Vitas, D. (ur.).
Zagreb: ELMAR, 2018. str. 159-163 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Soldić, M., Marčetić, D. & Ribarić, S. (2018) A Robust Online Multi-face Tracking System. U: Muštra, M., Grgić, M., Zovko-Cihlar, B., Vitas, D., nka & -, Vitas, D. (ur.)Proceedings ELMAR-2018.
@article{article, year = {2018}, pages = {159-163}, keywords = {Multi-face tracking, Online tracking, NPD detector, DSST tracking, PSR metric}, isbn = {978-953-184-244-0}, title = {A Robust Online Multi-face Tracking System}, keyword = {Multi-face tracking, Online tracking, NPD detector, DSST tracking, PSR metric}, publisher = {ELMAR}, publisherplace = {Zadar, Hrvatska} }

Časopis indeksira:


  • Web of Science Core Collection (WoSCC)
    • Social Science Citation Index (SSCI)
    • Conference Proceedings Citation Index - Social Sciences & Humanities (CPCI-SSH)
  • Scopus