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Pregled bibliografske jedinice broj: 445469

Face Detection and Tracking For Activity Recognition


Kuzmanić Skelin, Ana; Bonković, Mirjana; Vladan Papić.
Face Detection and Tracking For Activity Recognition // Proceedings of the Seventh IASTED International Conference on Biomedical Engineering / A. Hierlemann / A. Hierlemann (ur.).
Anaheim/Calgary/Zurich: ACTA Press, 2010. str. 321-324 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)


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Naslov
Face Detection and Tracking For Activity Recognition

Autori
Kuzmanić Skelin, Ana ; Bonković, Mirjana ; Vladan Papić.

Vrsta, podvrsta i kategorija rada
Radovi u zbornicima skupova, cjeloviti rad (in extenso), znanstveni

Izvornik
Proceedings of the Seventh IASTED International Conference on Biomedical Engineering / A. Hierlemann / A. Hierlemann - Anaheim/Calgary/Zurich : ACTA Press, 2010, 321-324

ISBN
978-0-88986-827-4

Skup
Seventh IASTED International Conference on Biomedical Engineering

Mjesto i datum
Innsbruck, Austria, 17-19.2.2010

Vrsta sudjelovanja
Predavanje

Vrsta recenzije
Međunarodna recenzija

Ključne riječi
Face detection; face tracking; activity recognition F

Sažetak
In this paper we present an approach to human activity recognition in an indoor environments. It combines Adaboost face detection with standard tracking methods – continuously adaptive mean-shift (CAMShift) and Kalman filtering. The output results are used to describe simple events of human activities in video using Finite State Machine. The system has been tested on several video sequences and we provide a summary of results.

Izvorni jezik
Engleski

Znanstvena područja
Elektrotehnika



POVEZANOST RADA


Projekti:
177-0232006-1662 - Računalni vid u identifikaciji kinematike sportskih aktivnosti
023-0232006-1655 - Biomehanika ljudskih pokreta, upravljanje i rehabilitacija (Zanchi, Vlasta, MZOS ) ( POIROT)
023-0232006-1662 - Računalni vid u identifikaciji kinematike sportskih aktivnosti (Papić, Vladan, MZOS ) ( POIROT)

Ustanove:
Fakultet elektrotehnike, strojarstva i brodogradnje, Split,
Prirodoslovno-matematički fakultet, Split


Citiraj ovu publikaciju:

Kuzmanić Skelin, Ana; Bonković, Mirjana; Vladan Papić.
Face Detection and Tracking For Activity Recognition // Proceedings of the Seventh IASTED International Conference on Biomedical Engineering / A. Hierlemann / A. Hierlemann (ur.).
Anaheim/Calgary/Zurich: ACTA Press, 2010. str. 321-324 (predavanje, međunarodna recenzija, cjeloviti rad (in extenso), znanstveni)
Kuzmanić Skelin, A., Bonković, M. & Vladan Papić. (2010) Face Detection and Tracking For Activity Recognition. U: A. Hierlemann (ur.)Proceedings of the Seventh IASTED International Conference on Biomedical Engineering / A. Hierlemann.
@article{article, author = {Kuzmani\'{c} Skelin, Ana and Bonkovi\'{c}, Mirjana}, year = {2010}, pages = {321-324}, keywords = {Face detection, face tracking, activity recognition F}, isbn = {978-0-88986-827-4}, title = {Face Detection and Tracking For Activity Recognition}, keyword = {Face detection, face tracking, activity recognition F}, publisher = {ACTA Press}, publisherplace = {Innsbruck, Austria} }
@article{article, author = {Kuzmani\'{c} Skelin, Ana and Bonkovi\'{c}, Mirjana}, year = {2010}, pages = {321-324}, keywords = {Face detection, face tracking, activity recognition F}, isbn = {978-0-88986-827-4}, title = {Face Detection and Tracking For Activity Recognition}, keyword = {Face detection, face tracking, activity recognition F}, publisher = {ACTA Press}, publisherplace = {Innsbruck, Austria} }




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