{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2023,10,12]],"date-time":"2023-10-12T00:48:52Z","timestamp":1697071732168},"reference-count":0,"publisher":"IGI Global","issue":"1","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,1,1]]},"abstract":"<p>In this paper, an implementation of a virtual reality based application for drumkit simulation is presented. The system tracks user motion through the use of a Kinect camera sensor, and recognizes and detects user-generated drum-hitting gestures in real-time. In order to compensate the effects of latency in the sensing stage and provide real-time interaction, the system uses a gesture detection model to predict user movements. The paper discusses the use of two different machine learning based solutions to this problem: the first one is based on the analysis of velocity and acceleration peaks, the other solution is based on Wiener filtering. This gesture detector was tested and integrated into a full implementation of a drumkit simulator, capable of discriminating up to 3, 5 or 7 different drum sounds. An experiment with 14 participants was conducted to assess the system's viability and impact on user experience and satisfaction.<\/p>","DOI":"10.4018\/ijcicg.2015010105","type":"journal-article","created":{"date-parts":[[2015,6,4]],"date-time":"2015-06-04T07:15:49Z","timestamp":1433402149000},"page":"72-86","source":"Crossref","is-referenced-by-count":5,"title":["A Virtual Reality Drumkit Simulator System with a Kinect Device"],"prefix":"10.4018","volume":"6","author":[{"given":"Alejandro","family":"Rosa-Pujaz\u00f3n","sequence":"first","affiliation":[{"name":"ETSI Telecomunicacion, Universidad de M\u00e1laga, M\u00e1laga, Spain"}]},{"given":"Isabel","family":"Barbancho","sequence":"additional","affiliation":[{"name":"ETSI Telecomunicacion, Universidad de M\u00e1laga, M\u00e1laga, Spain"}]},{"given":"Lorenzo J.","family":"Tard\u00f3n","sequence":"additional","affiliation":[{"name":"ETSI Telecomunicacion, Universidad de M\u00e1laga, M\u00e1laga, Spain"}]},{"given":"Ana M.","family":"Barbancho","sequence":"additional","affiliation":[{"name":"ETSI Telecomunicacion, Universidad de M\u00e1laga, M\u00e1laga, Spain"}]}],"member":"2432","container-title":["International Journal of Creative Interfaces and Computer Graphics"],"original-title":[],"language":"ng","link":[{"URL":"https:\/\/www.igi-global.com\/viewtitle.aspx?TitleId=130021","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,6,2]],"date-time":"2022-06-02T02:47:28Z","timestamp":1654138048000},"score":1,"resource":{"primary":{"URL":"https:\/\/services.igi-global.com\/resolvedoi\/resolve.aspx?doi=10.4018\/IJCICG.2015010105"}},"subtitle":[""],"short-title":[],"issued":{"date-parts":[[2015,1,1]]},"references-count":0,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2015,1]]}},"URL":"https:\/\/doi.org\/10.4018\/ijcicg.2015010105","relation":{},"ISSN":["1947-3117","1947-3125"],"issn-type":[{"value":"1947-3117","type":"print"},{"value":"1947-3125","type":"electronic"}],"subject":[],"published":{"date-parts":[[2015,1,1]]}}}