ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases

T. Theodoridis; V. Solachidis; N. Vretos; P. Daras; D. Dotti; M. Popa; G. Hernandez; F. Alvarez; A.G. Paton; A. Lopez

doi:10.1109/avss.2017.8078528

ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases

T. Theodoridis^*, V. Solachidis, N. Vretos, P. Daras, D. Dotti, M. Popa, G. Hernandez, F. Alvarez, A.G. Paton, A. Lopez

^*Corresponding author for this work

Advanced Computing Sciences

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

Abstract

The ICT4Life Open Source framework contains libraries for acquiring and processing data from different sensors, machine learning algorithms for activity recognition, as well as fusion methods of multiple modalities either at an early or at a late stage. The main purpose of the introduced system is to enable an easy customization of patients' monitoring using different types of sensors. Furthermore, by allowing an easy integration of new sensors or types of activities, the proposed subsystem supports the development of new solutions for different diseases, than the ones considered in the ICT4Life project.

Original language	English
Title of host publication	2017 14TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS)
Publisher	IEEE
Pages	1-6
Number of pages	6
ISBN (Print)	9781538629390
DOIs	https://doi.org/10.1109/avss.2017.8078528
Publication status	Published - 2017
Event	14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) - , Italy Duration: 30 Aug 2017 → 1 Sept 2017 http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=58382

Conference

Conference	14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)
Country/Territory	Italy
Period	30/08/17 → 1/09/17
Internet address	http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=58382

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10.1109/avss.2017.8078528

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Theodoridis, T., Solachidis, V., Vretos, N., Daras, P., Dotti, D., Popa, M., Hernandez, G., Alvarez, F., Paton, A. G., & Lopez, A. (2017). ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases. In 2017 14TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS) (pp. 1-6). IEEE. https://doi.org/10.1109/avss.2017.8078528

@inproceedings{95e39467c9a446bb8b0ca7aacfc50a53,

title = "ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases",

abstract = "The ICT4Life Open Source framework contains libraries for acquiring and processing data from different sensors, machine learning algorithms for activity recognition, as well as fusion methods of multiple modalities either at an early or at a late stage. The main purpose of the introduced system is to enable an easy customization of patients' monitoring using different types of sensors. Furthermore, by allowing an easy integration of new sensors or types of activities, the proposed subsystem supports the development of new solutions for different diseases, than the ones considered in the ICT4Life project.",

author = "T. Theodoridis and V. Solachidis and N. Vretos and P. Daras and D. Dotti and M. Popa and G. Hernandez and F. Alvarez and A.G. Paton and A. Lopez",

year = "2017",

doi = "10.1109/avss.2017.8078528",

language = "English",

isbn = "9781538629390",

pages = "1--6",

booktitle = "2017 14TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS)",

publisher = "IEEE",

address = "United States",

note = "14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS) ; Conference date: 30-08-2017 Through 01-09-2017",

url = "http://www.wikicfp.com/cfp/servlet/event.showcfp?eventid=58382",

}

Theodoridis, T, Solachidis, V, Vretos, N, Daras, P, Dotti, D, Popa, M, Hernandez, G, Alvarez, F, Paton, AG & Lopez, A 2017, ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases. in 2017 14TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS). IEEE, pp. 1-6, 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS), Italy, 30/08/17. https://doi.org/10.1109/avss.2017.8078528

ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases. / Theodoridis, T.; Solachidis, V.; Vretos, N. et al.
2017 14TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS). IEEE, 2017. p. 1-6.

Research output: Chapter in Book/Report/Conference proceeding › Conference article in proceeding › Academic › peer-review

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T1 - ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases

AU - Theodoridis, T.

AU - Solachidis, V.

AU - Vretos, N.

AU - Daras, P.

AU - Dotti, D.

AU - Popa, M.

AU - Hernandez, G.

AU - Alvarez, F.

AU - Paton, A.G.

AU - Lopez, A.

PY - 2017

Y1 - 2017

N2 - The ICT4Life Open Source framework contains libraries for acquiring and processing data from different sensors, machine learning algorithms for activity recognition, as well as fusion methods of multiple modalities either at an early or at a late stage. The main purpose of the introduced system is to enable an easy customization of patients' monitoring using different types of sensors. Furthermore, by allowing an easy integration of new sensors or types of activities, the proposed subsystem supports the development of new solutions for different diseases, than the ones considered in the ICT4Life project.

AB - The ICT4Life Open Source framework contains libraries for acquiring and processing data from different sensors, machine learning algorithms for activity recognition, as well as fusion methods of multiple modalities either at an early or at a late stage. The main purpose of the introduced system is to enable an easy customization of patients' monitoring using different types of sensors. Furthermore, by allowing an easy integration of new sensors or types of activities, the proposed subsystem supports the development of new solutions for different diseases, than the ones considered in the ICT4Life project.

U2 - 10.1109/avss.2017.8078528

DO - 10.1109/avss.2017.8078528

M3 - Conference article in proceeding

SN - 9781538629390

SP - 1

EP - 6

BT - 2017 14TH IEEE INTERNATIONAL CONFERENCE ON ADVANCED VIDEO AND SIGNAL BASED SURVEILLANCE (AVSS)

PB - IEEE

T2 - 14th IEEE International Conference on Advanced Video and Signal Based Surveillance (AVSS)

Y2 - 30 August 2017 through 1 September 2017

ER -

ICT4Life Open Source Libraries supporting Multimodal Analysis of different diseases

Abstract

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