Towards abnormal behavior detection of cognitive impaired people

2012 IEEE International Conference on Pervasive Computing and Communications Workshops, PERCOM Workshops 2012

Volumn , Issue , 2012, Pages 859-864

  Coronato, Antonio ^a   Gallo, Luigi ^a  

^a CNR   (Italy)

Author keywords

[No Author keywords available]

Indexed keywords

ABNORMAL BEHAVIOR; ALZHEIMER'S DISEASE; BIGRAPHICAL REACTIVE SYSTEMS; COGNITIVE IMPAIRMENT; CORRECTNESS PROPERTIES; DAILY ACTIVITY; HEALTH STATUS; IMPAIRED PEOPLE; NON-INTRUSIVE; NORMAL BEHAVIOR; RUN-TIME VERIFICATION; SITUATION-AWARE; SOFTWARE COMPONENT;

DRUG THERAPY;

UBIQUITOUS COMPUTING;

EID: 84861541740     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/PerComW.2012.6197632     Document Type: Conference Paper

References (22)

1. M. E. Pollack, "Intelligent assistive technology: The present and the future," in Proceedings of the 11th international conference on User Modeling, ser. UM '07. Berlin, Heidelberg: Springer-Verlag, 2007, pp. 5-6.
2. F. Segal-Gidan, D. Cherry, R. Jones, B. Williams, L. Hewett, and J. Chodosh, "Alzheimer's disease management guideline: Update 2008," Alzheimer's and Dementia, vol. 7, no. 3, pp. e51-e59, 2011.
3. J. Ye, S. Dobson, and S. McKeever, "Situation identification techniques in pervasive computing: A review," Pervasive and Mobile Computing, vol. 8, no. 1, pp. 36-66, 2012.
4. D. Chalmers, M. Chalmers, J. Crowcroft, M. Kwiatkowska, R. Milner, E. O'Neill, T. Rodden, V. Sassone, and M. Sloman, "Ubiquitous computing: Experience, design and science," Tech. Rep., 2006.
5. X. Xu, J. Tang, X. Liu, and X. Zhang, "Human behavior understanding for video surveillance: Recent advance," in Systems Man and Cybernetics (SMC), 2010 IEEE International Conference on, oct. 2010, pp. 3867-3873.
6. J. Yin and Y. Meng, "Abnormal behavior recognition using self-adaptive hidden markov models," in Proceedings of the 6th International Conference on Image Analysis and Recognition, ser. ICIAR '09. Berlin, Heidelberg: Springer-Verlag, 2009, pp. 337-346.
7. T. Xiang and S. Gong, "Video behavior profiling for anomaly detection," IEEE Trans. Pattern Anal. Mach. Intell., vol. 30, no. 5, pp. 893-908, May 2008.
8. C. C. Loy, T. Xiang, and S. Gong, "Surveillance video behaviour profiling and anomaly detection," in Society of Photo-Optical Instrumentation Engineers (SPIE) Conference Series, ser. Presented at the Society of Photo-Optical Instrumentation Engineers (SPIE) Conference, vol. 7486, sep. 2009.
9. D. J. Cook, J. C. Augusto, and V. R. Jakkula, "Ambient intelligence: Technologies, applications, and opportunities," Pervasive and Mobile Computing, vol. 5, no. 4, pp. 277-298, 2009.
10. A. Coronato and G. De Pietro, "Formal specification of wireless and pervasive healthcare applications," ACM Trans. Embed. Comput. Syst., vol. 10, no. 1, pp. 12:1-12:18, August 2010.
11. F. Nater, H. Grabner, and L. Van Gool, "Exploiting simple hierarchies for unsupervised human behavior analysis," in Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on, june 2010, pp. 2014-2021.
12. D. Monekosso and P. Remagnino, "Behavior analysis for assisted living," Automation Science and Engineering, IEEE Transactions on, vol. 7, no. 4, pp. 879-886, oct. 2010.
13. C.-D. Liu, Y.-N. Chung, and P.-C. Chung, "An interaction-embedded hmm framework for human behavior understanding: with nursing environments as examples," Trans. Info. Tech. Biomed., vol. 14, no. 5, pp. 1236-1246, September 2010.
14. N. Pinto, D. D. Cox, and J. J. DiCarlo, "Why is Real-World Visual Object Recognition Hard?" PLoS Computational Biology, vol. 4, no. 1, 2008.
15. K. Lai, L. Bo, X. Ren, and D. Fox, "A large-scale hierarchical multi-view rgb-d object dataset," in IEEE International Conference on Robotics and Automation, ser. ICRA '11. Piscataway, NJ, USA: IEEE, 2011, pp. 1817-1824.
16. M. Quigley, K. Conley, B. P. Gerkey, J. Faust, T. Foote, J. Leibs, R. Wheeler, and A. Y. Ng, "ROS: an open-source Robot Operating System," in Workshop on Open Source Software at the International Conference on Robotics and Automation, ser. ICRA '09, 2009.
17. L. Fei-Fei, R. Fergus, and P. Perona, "One-shot learning of object categories," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 28, pp. 594-611, 2006.
18. J. Deng, W. Dong, R. Socher, L.-J. Li, K. Li, and L. Fei-Fei, "ImageNet: A Large-Scale Hierarchical Image Database," in IEEE Computer Society Conference on Computer Vision and Pattern Recognition, ser. CVPR '09. Los Alamitos, CA, USA: IEEE Computer Society, 2009, pp. 248-255.
19. L. Gallo, A. P. Placitelli, and M. Ciampi, "Controller-free exploration of medical image data: experiencing the Kinect," in Proceedings of the 24th IEEE International Symposium on Computer-Based Medical Systems, ser. CBMS '11. Piscataway, NJ, USA: IEEE, 2011, pp. 1-6.
20. R. Milner, "Bigraphical reactive systems," in CONCUR 2001 - Concurrency Theory, ser. Lecture Notes in Computer Science, K. Larsen and M. Nielsen, Eds. Springer Berlin / Heidelberg, 2001, vol. 2154, pp. 16-35.
21. R. Milner, "Bigraphs and their algebra," Electronic Notes in Theoretical Computer Science, vol. 209, pp. 5-19, April 2008.
22. A. Coronato and G. De Pietro, "Tools for the rapid prototyping of provably correct ambient intelligence applications," IEEE Transactions on Software Engineering, vol. 99, no. PrePrints, 2011.