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Erschienen in: Cluster Computing 2/2015

01.06.2015

Emergency situation monitoring service using context motion tracking of chronic disease patients

verfasst von: Sung-Ho Kim, Kyungyong Chung

Erschienen in: Cluster Computing | Ausgabe 2/2015

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Abstract

Nowadays, great attention is paid to studies on fusion health and medical care combined of IT and BT for chronic disease patients due to westernization of dietary life, increase in stress, decrease in physical activities, and others. In reality, full recovery of chronic disease is difficult to achieve as its cause is diverse and complex. Therefore, the necessity for continuous management is proposed rather than approach to treat the disease. It is urgent to come up with the countermeasure since the lengthening of life expectancy in the aging society brings about the increase in chronic diseases and such increased medical expense becomes a big burden in socioeconomic activities. Companies are promoting test-projects in association with health management together with nationwide health management business for chronic diseases. In this study, we proposed the emergency situation monitoring service using context motion tracking for chronic disease patients. Proposed service diagnoses current status of patient based on contextual information collected and it provides information necessary for chronic disease management by analyzing life habits. Bio status recognition can provide proper service through the extraction of contextual data relevant to chronic disease patients. The context motion tracking provides emergency situation monitoring service accordingly with alert and symptom level in case of detecting symptoms through measured results and analysis. Semantic inference engine for context awareness conducts active and intelligent analysis on health condition and life patterns. Since it can properly correspond to extraordinary circumstances, it provides necessary service environment for emergency situation or symptoms. The cameras, speakers, and sensors are installed accordingly with the structure of indoor living space of user and the contextual information is transmitted from them. Considering the user convenience, motion history image is used for the motion recognition and continuous tracking from video. The system detects the patterns of expertise based on life pattern and psychological state through life log based motion detection and provides the service accordingly. It provides health related information and emergency situation monitoring service to user at anytime and anywhere and it is easy to use with simple handling. As a result, this system has the advantage of being able to detect emergency situations realistically and intuitively.

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Fußnoten
Literatur
1.
Zurück zum Zitat Kim, J.T., Soh, J.Y., Kim, S.H., Chung, K.Y.: Emergency situation alarm system motion using tracking of people like elderly live alone. In: Proceedings of the 4th International Conference on Information Science and Applications, pp. 10–12, IEEE Computer Society, 2013 Kim, J.T., Soh, J.Y., Kim, S.H., Chung, K.Y.: Emergency situation alarm system motion using tracking of people like elderly live alone. In: Proceedings of the 4th International Conference on Information Science and Applications, pp. 10–12, IEEE Computer Society, 2013
4.
Zurück zum Zitat Lee, Y.H., Kim, J.H., Kim, J.K., Min, K.P., Jung, E.Y., Park, D.K.: Smart phone based personalized menu management system for diabetes patient. J. Korea Contents Assoc. 10(12), 1–9 (2010)CrossRef Lee, Y.H., Kim, J.H., Kim, J.K., Min, K.P., Jung, E.Y., Park, D.K.: Smart phone based personalized menu management system for diabetes patient. J. Korea Contents Assoc. 10(12), 1–9 (2010)CrossRef
5.
Zurück zum Zitat Boutaba, R., Chung, K.Y., Gen, M.: Recent trends in interactive multimedia computing for industry. Clust. Comput. 17(3), 723–726 (2014)CrossRef Boutaba, R., Chung, K.Y., Gen, M.: Recent trends in interactive multimedia computing for industry. Clust. Comput. 17(3), 723–726 (2014)CrossRef
6.
7.
Zurück zum Zitat Jung, E.Y., Kim, J., Chung, K.Y., Park, D.K.: Mobile healthcare application with EMR interoperability for diabetes patients. Clust. Comput. 17(3), 871–880 (2014)CrossRef Jung, E.Y., Kim, J., Chung, K.Y., Park, D.K.: Mobile healthcare application with EMR interoperability for diabetes patients. Clust. Comput. 17(3), 871–880 (2014)CrossRef
8.
Zurück zum Zitat Chung, K., Boutaba, R., Hariri, S.: Recent trends in digital convergence information system. Wirel. Person. Commun. 79(4), 2409–2413 (2014)CrossRef Chung, K., Boutaba, R., Hariri, S.: Recent trends in digital convergence information system. Wirel. Person. Commun. 79(4), 2409–2413 (2014)CrossRef
9.
Zurück zum Zitat Oh, S.Y., Ghose, S., Jang, H.J., Chung, K.: Recent trends in mobile communication systems. Int. J. Comput. Virol. Hacking 10(2), 67–70 (2014)CrossRef Oh, S.Y., Ghose, S., Jang, H.J., Chung, K.: Recent trends in mobile communication systems. Int. J. Comput. Virol. Hacking 10(2), 67–70 (2014)CrossRef
10.
Zurück zum Zitat Shin, J.H., Lee, B., Park, K.S.: Detection of abnormal living patterns for elderly living alone using support vector data description. IEEE Trans. Inf. Technol. Biomed. 15(3), 438–448 (2011)CrossRefMathSciNet Shin, J.H., Lee, B., Park, K.S.: Detection of abnormal living patterns for elderly living alone using support vector data description. IEEE Trans. Inf. Technol. Biomed. 15(3), 438–448 (2011)CrossRefMathSciNet
11.
Zurück zum Zitat Jeong, I.W., Choi, J., Cho, K., Seo, Y.H., Yang, H.S. (2010) A vision-based emergency response system with a paramedic mobile robot. In: IEICE Transactions on Information and Systems, vol. E93-D(7), pp. 1745–1753 Jeong, I.W., Choi, J., Cho, K., Seo, Y.H., Yang, H.S. (2010) A vision-based emergency response system with a paramedic mobile robot. In: IEICE Transactions on Information and Systems, vol. E93-D(7), pp. 1745–1753
12.
Zurück zum Zitat Kim, S.H., Chung, K.Y.: 3D simulator for stability analysis of finite slope causing plane activity. Multimed. Tools Appl. 68(2), 455–463 (2014)CrossRef Kim, S.H., Chung, K.Y.: 3D simulator for stability analysis of finite slope causing plane activity. Multimed. Tools Appl. 68(2), 455–463 (2014)CrossRef
13.
Zurück zum Zitat Jung, H., Chung, K.Y.: Discovery of automotive design paradigm using relevance feedback. Person. Ubiquitous Comput. 18(6), 1363–1372 (2014)CrossRef Jung, H., Chung, K.Y.: Discovery of automotive design paradigm using relevance feedback. Person. Ubiquitous Comput. 18(6), 1363–1372 (2014)CrossRef
14.
Zurück zum Zitat Park, D.K., Kim, J., Kim, J.K., Jung, E.Y., Lee, Y.H.: U-health service model for managing health of chronic patients in multi-platform environment. J. Korea Contents Assoc. 11(8), 23–32 (2011)CrossRef Park, D.K., Kim, J., Kim, J.K., Jung, E.Y., Lee, Y.H.: U-health service model for managing health of chronic patients in multi-platform environment. J. Korea Contents Assoc. 11(8), 23–32 (2011)CrossRef
15.
Zurück zum Zitat Jung, H., Yang, J.G., Woo, J.I., Lee, B.M., Ouyang, J., Chung, K., Lee, Y.H.: Evolutionary rule decision using similarity based associative chronic disease patients. Clust. Comput. (2014). doi:10.1007/s10586-014-0376-x Jung, H., Yang, J.G., Woo, J.I., Lee, B.M., Ouyang, J., Chung, K., Lee, Y.H.: Evolutionary rule decision using similarity based associative chronic disease patients. Clust. Comput. (2014). doi:10.​1007/​s10586-014-0376-x
16.
Zurück zum Zitat Oh, S.Y., Ghose, S., Chung, K., Han, J.S.: Recent trends in convergence based smart healthcare service. Int. J. Technol. Health Care 22(3), 303–307 (2014) Oh, S.Y., Ghose, S., Chung, K., Han, J.S.: Recent trends in convergence based smart healthcare service. Int. J. Technol. Health Care 22(3), 303–307 (2014)
17.
Zurück zum Zitat Jung, K.K., Lee, Y.G., Kim, Y.J.: Design and implementation of wireless RFID assistant system for activity monitoring of elderly living alone. The Institute of Electronics and Information Engineers, vol. 46, no. 3, pp. 55–61 (2009) Jung, K.K., Lee, Y.G., Kim, Y.J.: Design and implementation of wireless RFID assistant system for activity monitoring of elderly living alone. The Institute of Electronics and Information Engineers, vol. 46, no. 3, pp. 55–61 (2009)
18.
Zurück zum Zitat Song, C.W., Lee, D., Chung, K.Y., Rim, K.W., Lee, J.H.: Interactive middleware architecture for lifelog based context awareness. Multimed. Tools Appl. 71(2), 813–826 (2014)CrossRef Song, C.W., Lee, D., Chung, K.Y., Rim, K.W., Lee, J.H.: Interactive middleware architecture for lifelog based context awareness. Multimed. Tools Appl. 71(2), 813–826 (2014)CrossRef
19.
Zurück zum Zitat Konkel, M., Leung, V., Ullmer, B., Hu, C.: Tagaboo: a collaborative children’s game based upon wearable RFID technology. Person. Ubiquitous Comput. 8(5), 382–384 (2004)CrossRef Konkel, M., Leung, V., Ullmer, B., Hu, C.: Tagaboo: a collaborative children’s game based upon wearable RFID technology. Person. Ubiquitous Comput. 8(5), 382–384 (2004)CrossRef
23.
Zurück zum Zitat Jung, E.Y., Kim, J.H., Chung, K.Y., Park, D.K.: Home health gateway based healthcare services through U-health platform. Wirel. Person. Commun. 73(2), 207–218 (2013)CrossRef Jung, E.Y., Kim, J.H., Chung, K.Y., Park, D.K.: Home health gateway based healthcare services through U-health platform. Wirel. Person. Commun. 73(2), 207–218 (2013)CrossRef
24.
Zurück zum Zitat Davis, J.W., Bobick, A.F.: The representation and recognition of action using temporal templates. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 928–934, 1997 Davis, J.W., Bobick, A.F.: The representation and recognition of action using temporal templates. In: Proceedings of IEEE Conference on Computer Vision and Pattern Recognition, pp. 928–934, 1997
25.
Zurück zum Zitat Bradski, G.R., Davis, J.W.: Motion segmentation and pose recognition with motion history gradients. Mach. Vis. Appl. 13(3), 174–184 (2002)CrossRef Bradski, G.R., Davis, J.W.: Motion segmentation and pose recognition with motion history gradients. Mach. Vis. Appl. 13(3), 174–184 (2002)CrossRef
26.
Zurück zum Zitat Kang, S.K., Chung, K.Y., Ryu, J.K., Rim, K.W., Lee, J.H.: Bio-interactive healthcare service system using lifelog based context computing. Wirel. Person. Commun. 73(2), 341–351 (2013)CrossRef Kang, S.K., Chung, K.Y., Ryu, J.K., Rim, K.W., Lee, J.H.: Bio-interactive healthcare service system using lifelog based context computing. Wirel. Person. Commun. 73(2), 341–351 (2013)CrossRef
27.
Zurück zum Zitat Kang, S.K., Chung, K.Y., Lee, J.H.: Real-time tracking and recognition systems for interactive telemedicine health services. Wirel. Person. Commun. 79(4), 2611–2626 (2014)CrossRef Kang, S.K., Chung, K.Y., Lee, J.H.: Real-time tracking and recognition systems for interactive telemedicine health services. Wirel. Person. Commun. 79(4), 2611–2626 (2014)CrossRef
28.
Zurück zum Zitat Wang, B.R., Park, J.Y., Chung, K.Y., Choi, I.: Influential factors of smart health users according to usage experience and intention to use. Wirel. Person. Commun. 79(4), 2671–2683 (2014)CrossRef Wang, B.R., Park, J.Y., Chung, K.Y., Choi, I.: Influential factors of smart health users according to usage experience and intention to use. Wirel. Person. Commun. 79(4), 2671–2683 (2014)CrossRef
29.
Zurück zum Zitat Lee, W., Kim, Y.J., Lee, G.S., Kim, B.J.: Hallym Jikimi: a remote monitoring system for daily activities of elders living alone. J. Korea Inst. Inf. Sci. Eng. 4, 244–254 (2009) Lee, W., Kim, Y.J., Lee, G.S., Kim, B.J.: Hallym Jikimi: a remote monitoring system for daily activities of elders living alone. J. Korea Inst. Inf. Sci. Eng. 4, 244–254 (2009)
30.
Zurück zum Zitat Rhee, S.Y., Kim, Y.B.: Motion analysis for home surveillance of the aged who lives alone based on video images. J. Control Autom. Syst. Eng. 13(6), 537–541 (2007)CrossRef Rhee, S.Y., Kim, Y.B.: Motion analysis for home surveillance of the aged who lives alone based on video images. J. Control Autom. Syst. Eng. 13(6), 537–541 (2007)CrossRef
31.
Zurück zum Zitat Lee, S.W.: A circadian life pattern modeling and anomaly detection method for elders living alone. J. Korea Inst. Inf. Sci. Eng. 17(7), 399–406 (2011) Lee, S.W.: A circadian life pattern modeling and anomaly detection method for elders living alone. J. Korea Inst. Inf. Sci. Eng. 17(7), 399–406 (2011)
32.
Zurück zum Zitat Muhammad, S., Tobias, E., Dragon, R., Ostermann, J.: Altcare: safe living for elderly people. Pervasive computing technologies for healthcare (PervasiveHealth). In: Proceedings of the 4th International Conference on-NO PERMISSIONS, pp. 1–4, 2010 Muhammad, S., Tobias, E., Dragon, R., Ostermann, J.: Altcare: safe living for elderly people. Pervasive computing technologies for healthcare (PervasiveHealth). In: Proceedings of the 4th International Conference on-NO PERMISSIONS, pp. 1–4, 2010
33.
Zurück zum Zitat Kang, S.K., Chung, K.Y., Lee, J.H.: Development of head detection and tracking systems for visual surveillance. Person. Ubiquitous Comput. 18(3), 515–522 (2014)CrossRef Kang, S.K., Chung, K.Y., Lee, J.H.: Development of head detection and tracking systems for visual surveillance. Person. Ubiquitous Comput. 18(3), 515–522 (2014)CrossRef
34.
Zurück zum Zitat Baek, S.J., Han, J.S., Chung, K.Y.: Dynamic reconfiguration based on goal-scenario by adaptation strategy. Wirel. Person. Commun. 73(2), 309–318 (2013)CrossRef Baek, S.J., Han, J.S., Chung, K.Y.: Dynamic reconfiguration based on goal-scenario by adaptation strategy. Wirel. Person. Commun. 73(2), 309–318 (2013)CrossRef
35.
Zurück zum Zitat Davis, J.W.: Appearance-based motion recognition of human actions. MIT Media Lab Perceptual Computing Group Technical Report, No. 387, 1996 Davis, J.W.: Appearance-based motion recognition of human actions. MIT Media Lab Perceptual Computing Group Technical Report, No. 387, 1996
36.
Zurück zum Zitat Ahad, M.A.R., Tan, J.K., Kim, H., Ishikawa, S.: Motion history image: its variants and applications. Mach. Vis. Appl. 23(2), 255–281 (2012)CrossRef Ahad, M.A.R., Tan, J.K., Kim, H., Ishikawa, S.: Motion history image: its variants and applications. Mach. Vis. Appl. 23(2), 255–281 (2012)CrossRef
37.
Zurück zum Zitat Lee, K.D., Nam, M.Y., Chung, K.Y., Lee, Y.H., Kang, U.G.: Context and profile based cascade classifier for efficient people detection and safety care system. Multimed. Tools Appl. 63(1), 27–44 (2013)CrossRef Lee, K.D., Nam, M.Y., Chung, K.Y., Lee, Y.H., Kang, U.G.: Context and profile based cascade classifier for efficient people detection and safety care system. Multimed. Tools Appl. 63(1), 27–44 (2013)CrossRef
38.
Zurück zum Zitat Kim, S.H., Chung, K.Y.: 3D simulator for stability analysis of finite slope causing plane activity. Multimed. Tools Appl. 68(2), 455–463 (2014)CrossRef Kim, S.H., Chung, K.Y.: 3D simulator for stability analysis of finite slope causing plane activity. Multimed. Tools Appl. 68(2), 455–463 (2014)CrossRef
39.
Zurück zum Zitat Kim, J.H., Chung, K.Y.: Ontology-based healthcare context information model to implement ubiquitous environment. Multimed. Tools Appl. 71(2), 873–888 (2014)CrossRef Kim, J.H., Chung, K.Y.: Ontology-based healthcare context information model to implement ubiquitous environment. Multimed. Tools Appl. 71(2), 873–888 (2014)CrossRef
40.
Zurück zum Zitat Dey, A.K., Abowd, G.D., Salber, D.: A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware applications. J. Hum. Comput. Interact. 16(2), 97–166 (2001)CrossRef Dey, A.K., Abowd, G.D., Salber, D.: A conceptual framework and a toolkit for supporting the rapid prototyping of context-aware applications. J. Hum. Comput. Interact. 16(2), 97–166 (2001)CrossRef
41.
Zurück zum Zitat Korea Centers for Disease Control and Prevention, Korean National Health and Nutrition Examinations Survey (KNHANES), Centers for Disease Control and Prevention, 2014 Korea Centers for Disease Control and Prevention, Korean National Health and Nutrition Examinations Survey (KNHANES), Centers for Disease Control and Prevention, 2014
Metadaten
Titel
Emergency situation monitoring service using context motion tracking of chronic disease patients
verfasst von
Sung-Ho Kim
Kyungyong Chung
Publikationsdatum
01.06.2015
Verlag
Springer US
Erschienen in
Cluster Computing / Ausgabe 2/2015
Print ISSN: 1386-7857
Elektronische ISSN: 1573-7543
DOI
https://doi.org/10.1007/s10586-015-0440-1

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