Basketball activity recognition using wearable inertial measurement units

Le Nguyen Ngu Nguyen, Daniel Rodríguez-Martín, Andreu Català, Carlos Pérez-López, Albert Samà, Andrea Cavallaro

Tutkimustuotos: Artikkeli kirjassa/konferenssijulkaisussaConference contributionScientificvertaisarvioitu

29 Sitaatiot (Scopus)

Abstrakti

The analysis and evaluation of human movement is a growing research area within the field of sports monitoring. This analysis can help support the enhancement of an athlete's performance, the prediction of injuries or the optimization of training programs. Although camera-based techniques are often used to evaluate human movements, not all movements of interest can be analyzed or distinguished effectively with computer vision only. Wearable inertial systems are a promising technology to address this limitation. This paper presents a new wearable sensing system to record human movements for sports monitoring. A new paradigm is presented with the purpose of monitoring basketball players with multiple inertial measurement units. A data collection plan has been designed and implemented, and experimental results show the potential of the system in basketball activity recognition.

AlkuperäiskieliEnglanti
OtsikkoProceedings of the 16th International Conference on Human Computer Interaction, INTERACCION 2015
KustantajaACM
ISBN (elektroninen)9781450334631
DOI - pysyväislinkit
TilaJulkaistu - 7 syysk. 2015
OKM-julkaisutyyppiA4 Artikkeli konferenssijulkaisuussa
TapahtumaInternational Conference on Human-Computer Interaction - Los Angeles, Yhdysvallat
Kesto: 5 elok. 20157 elok. 2015
Konferenssinumero: 17

Conference

ConferenceInternational Conference on Human-Computer Interaction
LyhennettäHCI
Maa/AlueYhdysvallat
KaupunkiLos Angeles
Ajanjakso05/08/201507/08/2015

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