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1	Automated detection of e-scooter helmet use with deep learning Siebert, Felix W., Riis, Christoffer, Janstrup, Kira H., Kristensen, Jakob, Gül, Oguzhan, Lin, Hanhe, Hüttel, Frederik B. 19 December 2022 (has links) E-scooter riders have an increased crash risk compared to cyclists [1 ]. Hospital data finds increasing numbers of injured e-scooter riders, with head injuries as one of the most common injury types [2]. To decrease this high prevalence of head injuries, the use of e-scooter helmets could present a potential countermeasure [3]. Despite this, studies show a generally low rate of helmet use rates in countries without mandatory helmet use laws [4][5][6]. In countries with mandatory helmet use laws for e-scooter riders, helmet use rates are higher, but generally remain lower than bicycle use rates [7]. As the helmet use rate is a central factor for the safety of e-scooter riders in case of a crash and a key performance indicator in the European Commission's Road Safety Policy Framework 2021-2030 [8], efficient e-Scooter helmet use data collection methods are needed. However, currently, human observers are used to register e-scooter helmet use either in direct roadside observations or in indirect video-based observation, which is time-consuming and costly. In this study, a deep learning-based method for the automated detection of e-scooter helmet use in video data was developed and tested, with the aim to provide an efficient data collection tool for road safety researchers and practitioners.
2	Der Tapeverband am Sprunggelenk als technischer Bestandteil zur Leistungssteigerung im Sport am Beispiel des Fosbury Flops / Eine trainingswissenschaftliche Studie an Hochspringern / The Ankle Tape in High Jump - demonstrating taping as an integral technical feature to enhance performance in athletics / A biomechanical study on high jumpers Gharavi-Nouri, Homayun 30 May 2005 (has links) No description available. 796 Sport Social Sciences Taping funktionelle Stützverbände Leistungssteigerung im Sport Proprioception Verletzungsprävention Hochsprung athletic taping performance enhancement in athletics proprioception injury prevention high jump 76.12 Biomechanik Bewegungslehre 76.13 Sportarten: Allgemeines 76.15 Leichtathletik 76.10 Sport Sportwissenschaft: Allgemeines FYA 000 Sportwissenschaft FYA 100 Biomechanik FYA 200 Bewegungslehre FYF 600 Sportärztliche Betreuung FYF 650 Sportunfälle Sportschäden FYF 700 Sporttherapie Rehabilitation

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Automated detection of e-scooter helmet use with deep learning