Matches in SemOpenAlex for { <https://semopenalex.org/work/W2740987038> ?p ?o ?g. }
Showing items 1 to 74 of
74
with 100 items per page.
- W2740987038 abstract "The increasing importance of Kinect as a tool for clinical assessment and rehabilitation is due to its affordability, portability and being a markerless system for human motion capture. However, it is inefficient in terms of accuracy in measuring 3-D body joint locations when compared to marker-based motion capture systems. The measured length of the physically connected joints (bone length) vary with time, along with joint fluctuations during static pose. In this paper, we propose a novel approach to filter the noise of the Kinect 3-D joint coordinates while minimizing the variation in bone length. Kalman is used to filter the data and track the motion, while differential evolutionary (DE) optimization is used to minimize the fluctuations in bone length. A feedback loop is introduced between the Kalman and DE for exchanging the parameters. The algorithm is tested on the data obtained from 26 healthy subjects performing Range of Motion, Single Limb Stance (SLS) exercises and 10 stroke survivors performing SLS. Experimental results show average 41% and 40% improvement in deviation of bone length, which are under motion, for the healthy subjects and stroke patients respectively, outperforming Kalman filter and other existing algorithms like low pass filter, exponential, double exponential filter." @default.
- W2740987038 created "2017-08-08" @default.
- W2740987038 creator A5022905490 @default.
- W2740987038 creator A5034140949 @default.
- W2740987038 creator A5059718781 @default.
- W2740987038 creator A5074685765 @default.
- W2740987038 date "2017-05-01" @default.
- W2740987038 modified "2023-10-16" @default.
- W2740987038 title "Improvement in Kinect based measurements using anthropometric constraints for rehabilitation" @default.
- W2740987038 cites W1595159159 @default.
- W2740987038 cites W1970191726 @default.
- W2740987038 cites W1980026593 @default.
- W2740987038 cites W2021289651 @default.
- W2740987038 cites W2071298120 @default.
- W2740987038 cites W2093349100 @default.
- W2740987038 cites W2094906680 @default.
- W2740987038 cites W2118942146 @default.
- W2740987038 cites W2134007338 @default.
- W2740987038 cites W2144725892 @default.
- W2740987038 cites W2148534872 @default.
- W2740987038 cites W2149998760 @default.
- W2740987038 cites W2152506241 @default.
- W2740987038 cites W2180692873 @default.
- W2740987038 cites W2235129418 @default.
- W2740987038 cites W2332287460 @default.
- W2740987038 doi "https://doi.org/10.1109/icc.2017.7996969" @default.
- W2740987038 hasPublicationYear "2017" @default.
- W2740987038 type Work @default.
- W2740987038 sameAs 2740987038 @default.
- W2740987038 citedByCount "7" @default.
- W2740987038 countsByYear W27409870382018 @default.
- W2740987038 countsByYear W27409870382020 @default.
- W2740987038 countsByYear W27409870382021 @default.
- W2740987038 countsByYear W27409870382022 @default.
- W2740987038 crossrefType "proceedings-article" @default.
- W2740987038 hasAuthorship W2740987038A5022905490 @default.
- W2740987038 hasAuthorship W2740987038A5034140949 @default.
- W2740987038 hasAuthorship W2740987038A5059718781 @default.
- W2740987038 hasAuthorship W2740987038A5074685765 @default.
- W2740987038 hasConcept C104114177 @default.
- W2740987038 hasConcept C106131492 @default.
- W2740987038 hasConcept C154945302 @default.
- W2740987038 hasConcept C157286648 @default.
- W2740987038 hasConcept C199360897 @default.
- W2740987038 hasConcept C31972630 @default.
- W2740987038 hasConcept C41008148 @default.
- W2740987038 hasConcept C48007421 @default.
- W2740987038 hasConcept C63000827 @default.
- W2740987038 hasConceptScore W2740987038C104114177 @default.
- W2740987038 hasConceptScore W2740987038C106131492 @default.
- W2740987038 hasConceptScore W2740987038C154945302 @default.
- W2740987038 hasConceptScore W2740987038C157286648 @default.
- W2740987038 hasConceptScore W2740987038C199360897 @default.
- W2740987038 hasConceptScore W2740987038C31972630 @default.
- W2740987038 hasConceptScore W2740987038C41008148 @default.
- W2740987038 hasConceptScore W2740987038C48007421 @default.
- W2740987038 hasConceptScore W2740987038C63000827 @default.
- W2740987038 hasLocation W27409870381 @default.
- W2740987038 hasOpenAccess W2740987038 @default.
- W2740987038 hasPrimaryLocation W27409870381 @default.
- W2740987038 hasRelatedWork W1837097281 @default.
- W2740987038 hasRelatedWork W1891287906 @default.
- W2740987038 hasRelatedWork W1969923398 @default.
- W2740987038 hasRelatedWork W2036807459 @default.
- W2740987038 hasRelatedWork W2058170566 @default.
- W2740987038 hasRelatedWork W2079911747 @default.
- W2740987038 hasRelatedWork W2110717643 @default.
- W2740987038 hasRelatedWork W2166024367 @default.
- W2740987038 hasRelatedWork W2755342338 @default.
- W2740987038 hasRelatedWork W2772917594 @default.
- W2740987038 isParatext "false" @default.
- W2740987038 isRetracted "false" @default.
- W2740987038 magId "2740987038" @default.
- W2740987038 workType "article" @default.