Name
Title | ||
|---|---|---|
Analysis Of Human Motion Data Using Recurrence Plots And Recurrence Quantification Measures |
Abstract | ||
|---|---|---|
The authors present exemplary application of recurrence plots and recurrence quantification analysis for the purpose of exploration of experimental time series describing the movements of the hip joint during a few selected assisted rehabilitation exercises maintaining mobility of the hip in case of coxarthrosis. Time series were extracted from motion sequences which were recorded in the Human Motion Laboratory (HML) of the Polish-Japanese Academy of Information Technology in Bytom, Poland by means of the Vicon Motion Kinematics Acquisition and Analysis System. Additionally, some features of a recurrence plot were presented on the basis of the Rabinovich-Fabrikant system. |
Year | DOI | Venue |
|---|---|---|
2016 | 10.1007/978-3-662-49390-8_39 | INTELLIGENT INFORMATION AND DATABASE SYSTEMS, ACIIDS 2016, PT II |
Keywords | Field | DocType |
Recurrence plot, Recurrence quantification analysis, Time series, Human motion analysis | Data mining,Kinematics,Pattern recognition,Computer science,Human motion,Artificial intelligence,Recurrence quantification analysis,Recurrence plot | Conference |
Volume | ISSN | Citations |
9622 | 0302-9743 | 0 |
PageRank | References | Authors |
0.34 | 0 | 6 |
Name | Order | Citations | PageRank |
|---|---|---|---|
| Henryk Josinski | 1 | 48 | 11.48 |
| Agnieszka Michalczuk | 2 | 20 | 4.78 |
| Romualda Mucha | 3 | 0 | 0.68 |
| Adam Świtoński | 4 | 34 | 9.12 |
| Agnieszka Szczesna | 5 | 34 | 8.16 |
| Konrad W. Wojciechowski | 6 | 229 | 32.71 |