{"title":"实时运动跟踪舞蹈可视化使用卡尔曼滤波器","authors":"Karina Abramova, A. Corradini, Jesper Nordentoft","doi":"10.1109/ICOIACT.2018.8350669","DOIUrl":null,"url":null,"abstract":"This paper explores an application of Kalman filters for real-time dance visualization within the Unity3d framework. Experiments performed with camera-based motion sensors indicate that Kalman filter implementation can benefit the process of content development for real-time visualization of dance performances. Moreover, we showed that Kalman filters could be used for generating real-time visuals of dance performances. While the scope of this project is limited to dance visualizations our prototype can be extended to become a useful tool for practitioners to identify any movement dysfunctions, and to educate patients with musculoskeletal impairments on their movements.","PeriodicalId":6660,"journal":{"name":"2018 International Conference on Information and Communications Technology (ICOIACT)","volume":"129 1","pages":"343-347"},"PeriodicalIF":0.0000,"publicationDate":"2018-03-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Real-time motion tracking for dance visualization using Kalman filters\",\"authors\":\"Karina Abramova, A. Corradini, Jesper Nordentoft\",\"doi\":\"10.1109/ICOIACT.2018.8350669\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"This paper explores an application of Kalman filters for real-time dance visualization within the Unity3d framework. Experiments performed with camera-based motion sensors indicate that Kalman filter implementation can benefit the process of content development for real-time visualization of dance performances. Moreover, we showed that Kalman filters could be used for generating real-time visuals of dance performances. While the scope of this project is limited to dance visualizations our prototype can be extended to become a useful tool for practitioners to identify any movement dysfunctions, and to educate patients with musculoskeletal impairments on their movements.\",\"PeriodicalId\":6660,\"journal\":{\"name\":\"2018 International Conference on Information and Communications Technology (ICOIACT)\",\"volume\":\"129 1\",\"pages\":\"343-347\"},\"PeriodicalIF\":0.0000,\"publicationDate\":\"2018-03-01\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"2018 International Conference on Information and Communications Technology (ICOIACT)\",\"FirstCategoryId\":\"1085\",\"ListUrlMain\":\"https://doi.org/10.1109/ICOIACT.2018.8350669\",\"RegionNum\":0,\"RegionCategory\":null,\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"\",\"JCRName\":\"\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"2018 International Conference on Information and Communications Technology (ICOIACT)","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/ICOIACT.2018.8350669","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
Real-time motion tracking for dance visualization using Kalman filters
This paper explores an application of Kalman filters for real-time dance visualization within the Unity3d framework. Experiments performed with camera-based motion sensors indicate that Kalman filter implementation can benefit the process of content development for real-time visualization of dance performances. Moreover, we showed that Kalman filters could be used for generating real-time visuals of dance performances. While the scope of this project is limited to dance visualizations our prototype can be extended to become a useful tool for practitioners to identify any movement dysfunctions, and to educate patients with musculoskeletal impairments on their movements.