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Authors: Dimitris Sgouropoulos ; Theodoros Giannakopoulos ; Sergios Petridis ; Stavros Perantonis and Antonis Korakis

Affiliation: Institute of Informatics and Telecommunications, National Center for Scientific Research DEMOKRITOS and Patriarchou Grigoriou & Neapoleos, Greece

Keyword(s): Kinect, Clothes Change Detection, Activities of Daily Living.

Related Ontology Subjects/Areas/Topics: Biomedical Applications ; Biometrics and Pattern Recognition ; Image and Video Processing, Compression and Segmentation ; Multimedia ; Multimedia Signal Processing ; Multimedia Systems and Applications ; Multimodal Signal Processing ; Sensors and Multimedia ; Telecommunications

Abstract: This paper describes a methodology for detecting when a human has changed clothes. Changing clothes is a basic activity of daily living which makes the methodology valuable for tracking the functional status of elderly people, in the context of a non-contract unobtrusive monitoring system. Our approach uses Kinect and the OpenNI SDK, along with a workflow of basic image analysis steps. Evaluation has been conducted on a set of real recordings under various illumination conditions, which is publicly available along with the source code of the proposed system at http://users.iit.demokritos.gr/ tyianak/ClothesCode.html.

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Paper citation in several formats:
Sgouropoulos, D., Giannakopoulos, T., Petridis, S., Perantonis, S. and Korakis, A. (2014). Clothes Change Detection Using the Kinect Sensor. In Proceedings of the 11th International Conference on Signal Processing and Multimedia Applications (ICETE 2014) - SIGMAP; ISBN 978-989-758-046-8, SciTePress, pages 85-89. DOI: 10.5220/0005001200850089

@conference{sigmap14,
author={Dimitris Sgouropoulos and Theodoros Giannakopoulos and Sergios Petridis and Stavros Perantonis and Antonis Korakis},
title={Clothes Change Detection Using the Kinect Sensor},
booktitle={Proceedings of the 11th International Conference on Signal Processing and Multimedia Applications (ICETE 2014) - SIGMAP},
year={2014},
pages={85-89},
publisher={SciTePress},
organization={INSTICC},
doi={10.5220/0005001200850089},
isbn={978-989-758-046-8},
}

TY - CONF

JO - Proceedings of the 11th International Conference on Signal Processing and Multimedia Applications (ICETE 2014) - SIGMAP
TI - Clothes Change Detection Using the Kinect Sensor
SN - 978-989-758-046-8
AU - Sgouropoulos, D.
AU - Giannakopoulos, T.
AU - Petridis, S.
AU - Perantonis, S.
AU - Korakis, A.
PY - 2014
SP - 85
EP - 89
DO - 10.5220/0005001200850089
PB - SciTePress

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