Kinect as an access device for people with cerebral palsy: A preliminary study
•We look at the potential of the Kinect sensor as an access device for people with involuntary movements.•We develop a speed-based algorithm to transform Kinect data into discrete events.•We assess the behavior of when is used by people with cerebral palsy and involuntary movements as an access devi...
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          | Published in | International journal of human-computer studies Vol. 108; pp. 62 - 69 | 
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| Main Authors | , , , | 
| Format | Journal Article | 
| Language | English | 
| Published | 
            Elsevier Ltd
    
        01.12.2017
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| Subjects | |
| Online Access | Get full text | 
| ISSN | 1071-5819 1095-9300  | 
| DOI | 10.1016/j.ijhcs.2017.07.004 | 
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| Abstract | •We look at the potential of the Kinect sensor as an access device for people with involuntary movements.•We develop a speed-based algorithm to transform Kinect data into discrete events.•We assess the behavior of when is used by people with cerebral palsy and involuntary movements as an access devices.•Kinect filter some of the involuntary movements of people with involuntary movements.
Cerebral palsy (CP) describes a group of disorders affecting the development of movement and posture, causing activity limitation. Access to technology can alleviate some of these limitations. Many studies have used vision-based movement capture systems to overcome problems related to discomfort and fear of wearing devices. In contrast, there has been no research assessing the behavior of vision-based movement capture systems in people with involuntary movements. In this paper, we look at the potential of the Kinect sensor as an assistive technology for people with cerebral palsy. We developed a serious game, called KiSens Números, to study the behavior of Kinect in this context and eighteen subjects with cerebral palsy used it to complete a set of sessions. The results of the experiments show that Kinect filters some of peoples involuntary movements, confirming the potential of Kinect as an assistive technology for people with motor disabilities. | 
    
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| AbstractList | •We look at the potential of the Kinect sensor as an access device for people with involuntary movements.•We develop a speed-based algorithm to transform Kinect data into discrete events.•We assess the behavior of when is used by people with cerebral palsy and involuntary movements as an access devices.•Kinect filter some of the involuntary movements of people with involuntary movements.
Cerebral palsy (CP) describes a group of disorders affecting the development of movement and posture, causing activity limitation. Access to technology can alleviate some of these limitations. Many studies have used vision-based movement capture systems to overcome problems related to discomfort and fear of wearing devices. In contrast, there has been no research assessing the behavior of vision-based movement capture systems in people with involuntary movements. In this paper, we look at the potential of the Kinect sensor as an assistive technology for people with cerebral palsy. We developed a serious game, called KiSens Números, to study the behavior of Kinect in this context and eighteen subjects with cerebral palsy used it to complete a set of sessions. The results of the experiments show that Kinect filters some of peoples involuntary movements, confirming the potential of Kinect as an assistive technology for people with motor disabilities. | 
    
| Author | Gómez, Isabel Molina, Alberto García-Heras, Joaquín Cabrera, Rafael  | 
    
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Rehabil. Eng., IEEE Trans. doi: 10.1109/TNSRE.2013.2279155 – volume: 10 start-page: 1 year: 2002 ident: 10.1016/j.ijhcs.2017.07.004_bib0003 article-title: The camera mouse: visual tracking of body features to provide computer access for people with severe disabilities publication-title: Neural Syst. Rehabil. Eng., IEEE Trans. doi: 10.1109/TNSRE.2002.1021581 – start-page: 1 year: 2011 ident: 10.1016/j.ijhcs.2017.07.004_sbref0001 article-title: Playing the goblin post office game improves movement control of the core: a case study – start-page: 213 year: 2013 ident: 10.1016/j.ijhcs.2017.07.004_sbref0009 article-title: Accuracy assessment of Kinect body tracker in instant posturography for balance disorders – volume: 49 start-page: 7 issue: 1 year: 2003 ident: 10.1016/j.ijhcs.2017.07.004_sbref0018 article-title: The epidemiology and causes of cerebral palsy publication-title: Aust. J. Physiother. doi: 10.1016/S0004-9514(14)60183-5 – volume: 14 start-page: 1633 year: 2014 ident: 10.1016/j.ijhcs.2017.07.004_bib0027 article-title: Reliability and validity of Kinect RGB-D sensor for assessing standing balance publication-title: Sensors J., IEEE doi: 10.1109/JSEN.2013.2296509  | 
    
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| Title | Kinect as an access device for people with cerebral palsy: A preliminary study | 
    
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