A. Michalczuk, Kamil Wereszczynski, A. Świtoński, Henryk Josiński, K. Wojciechowski
{"title":"The overview of automatically supported gait analysis methods for medical diagnoses and rehabilitation","authors":"A. Michalczuk, Kamil Wereszczynski, A. Świtoński, Henryk Josiński, K. Wojciechowski","doi":"10.1109/EUROCON.2017.8011172","DOIUrl":null,"url":null,"abstract":"In this paper we present a review of gait analysis methods used for medical applications. First of all, we introduce a system of real-time gait acquisition. Next, three ways of gait data representation: trajectories, Euler angles and medical angles are described along with the most promising methods of gait analysis based on those representations like gait indices, Dynamic Time Warping, manifold methods and a ranking of most significant joints for different disease units. We present also some results of the aforementioned methods, summarize our research and discuss future plans.","PeriodicalId":114100,"journal":{"name":"IEEE EUROCON 2017 -17th International Conference on Smart Technologies","volume":"68 1","pages":"0"},"PeriodicalIF":0.0000,"publicationDate":"2017-07-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"2","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"IEEE EUROCON 2017 -17th International Conference on Smart Technologies","FirstCategoryId":"1085","ListUrlMain":"https://doi.org/10.1109/EUROCON.2017.8011172","RegionNum":0,"RegionCategory":null,"ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"","JCRName":"","Score":null,"Total":0}
引用次数: 2
Abstract
In this paper we present a review of gait analysis methods used for medical applications. First of all, we introduce a system of real-time gait acquisition. Next, three ways of gait data representation: trajectories, Euler angles and medical angles are described along with the most promising methods of gait analysis based on those representations like gait indices, Dynamic Time Warping, manifold methods and a ranking of most significant joints for different disease units. We present also some results of the aforementioned methods, summarize our research and discuss future plans.