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Pregled bibliografske jedinice broj: 901612

Zbornik radova

Autori: Burić, Matija; Pobar, Miran; Ivašić-Kos, Marina
Naslov: An overview of action recognition in videos
Izvornik: 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO) / Biljanović, Petar (ur.). - Rijeka : IEEE , 2017. 1310-1315 (ISBN: 978-953-233-090-8).
Skup: 2017 40th International Convention on Information and Communication Technology, Electronics and Microelectronics (MIPRO)
Mjesto i datum: Opatija, Hrvatska, 22-26.5.2017.
Ključne riječi: Action recognition ; Feature extraction ; Videos ; Image recognition ; Semantics ; Trajectory
Sažetak:
Action recognition in videos is currently in the focus of scientific research due to improvements made in automatic analysis of static images and greater availability of processing power. The paper provides an overview of the key models and methods for action recognition that comprise human models and methods based on estimation of joint trajectories, silhouettes and template matching and spatio-temporal local descriptors. To deal with compound actions and activities, action semantic models are proposed with help of expert knowledge. Since the action recognition task is domain dependent, the methods and models are built and tested on domain specific databases. The paper provides an overview and description of recent video datasets that were created for developing action recognition methods, with an emphasis on datasets with additional modalities such as depth images or accelerometer data.
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
URL Internet adrese: http://docs.mipro-proceedings.com/proceedings/mipro_2017_proceedings.pdf
http://ieeexplore.ieee.org/abstract/document/7973588/
Upisao u CROSBI: Miran Pobar (mpobar@inf.uniri.hr), 27. Lis. 2017. u 13:48 sati



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