Dynamic threshold determination for stable behavior detection

WSEAS Transactions on Computers

Volumn 7, Issue 4, 2008, Pages 196-206

  Yamahara, Hiroyuki ^a   Harada, Fumiko ^a   Takada, Hideyuki ^a   Shimakawa, Hiromitsu ^a  

^a RITSUMEIKAN UNIVERSITY   (Japan)

Author keywords

Ambient; Behavior; Context; Proactive; Threshold

Indexed keywords

AMBIENT; BEHAVIOR; BEHAVIOR DETECTION; BEHAVIOR RECOGNITION; BEHAVIORAL PATTERNS; CONTEXT; CONVENTIONAL MODELING; DYNAMIC THRESHOLD; PROACTIVE; RECOGNITION RATES; THRESHOLD; THRESHOLD SETTINGS; USER BEHAVIORS;

BEHAVIORAL RESEARCH;

EID: 48749122349     PISSN: 11092750     EISSN: None     Source Type: Journal    
DOI: None     Document Type: Article

References (15)

1. Jernej Barbi,̌ Alla Safonova, Jia-Yu Pan, Christos Faloutsos, Jessica K. Hodgins, and Nancy S. Pollard. Segmenting motion capture data into distinct behaviors. In Proc. the 2004 conference on Graphics interface, pages 185-194, 2004.
2. Darnell J. Moore, Irfan A. Essa, and Monson H. HayesIII. Exploiting human actions and object context for recognition tasks. In Proc. IEEE International Conference on Computer Vision 1999(ICCV 99), pages 80-86, 1999.
3. Donald J. Patterson, Dieter Fox, Henry A. Kautz, and Matthai Philipose. Fine-grained activity recognition by aggregating abstract object usage. In Proc. the 9th IEEE International Symposium on Wearable Computers (ISWC2005), page 44-51, 2005.
4. Shiaokai Wang, William Pentney, Ana-Maria Popescu, Tanzeem Choudhury, and Matthai Philipose. Common sense based joint training of human activity recognizers. In Proc. the 20th International loint Conference on Artificial Intelligence (IJCAI2007), pages 2237-2242, 2007.
5. Hiroyuki Yamahara, Hideyuki Takada, and Hiromitsu Shimakawa. An individual behavioral pattern to provide ubiquitous service in intelligent space. WSEAS Transactions on Systems, 6(3):562-569, 2007.
6. Hiroyuki Yamahara, Hideyuki Takada, and Hiromitsu Shimakawa. Detection of user mode shift in home. In Proc. the 4th International Symposium on Ubiquitous Computing Systems (UCS2007), Lecture Notes in Computer Science 4836, pages 166-181, 2007.
7. Shigeki Aoki, Yoshio Iwai, Masaki Onishi, Atsuhiro Kojima, and Kunio Fukunaga. Learning and recognizing behavioral patterns using position and posture of human body and its application to detection of irregular state. The Journal of IEICE (D-II), J87-D-II(5):1083-1093, 2004.
8. Cory D. Kidd, Robert J. Orr, Gregory D. Abowd, Christopher G. Atkeson, Irfan A. Essa, Blair MacIntyre, Elizabeth Mynatt, Thad E. Starner, and Wendy Newsletter. The aware home: A living laboratory for ubiquitous computing research. In Proc. the 2nd International Workshop on Cooperative Buildings (CoBuild 1999), Lecture Notes in Computer Science, vol 1670, pages 191-198, 1999.
9. Taketoshi Mori, Aritoki Takada, Hiroshi Noguchi, Tatsuya Harada, and Tomomasa Sato. Behavior prediction based on daily-life record database in distributed sensing space. In Proc. the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS2005), pages 1833-1839, 2005.
10. George A. Miller. The magical number seven, plus or minus two: Some limits on our capacity for processing information. The Psychological Review, 63(3):81-97, 1956.
11. Yumiko Kimura, Daishi Watabe, Hideyashu Sai, and Osamu Nakamura. New threshold setting method for the extraction of facial areas and the recognition of facial expressions. In Proc. the IEEE Electrical and Computer Engineering, Canadian- Conference (CCECE/CCGEI2006), pages 1984-1987, 2006.
12. Lijuan Cai and Thomas Hofmann. Text categorization by boosting automatically extracted concepts. In Proc. the 26th Annual International ACM. SIGIR Conference on Research and Development in informaion Retrieval (SIGIR2003), pages 182-189, 2003.
13. James G. Shanahanan Norbert Roma. Boosting support vector Machines for text classification through parameter-free threshold relaxation. In Proc. the 12th International Conference on Information and knowledge Management (CIKM2003), pages 247-254, 2003.
14. Taichi Asami, Koji Iwano, and Sadaoki Furui. A stream-weight and threshold estimation method using adaboost for multi-stream speaker verification. In Proc. the 2006 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP2006), volume 5, pages 1081-1084, 2006.
15. Feng Niu and Mohamed Abdel-Mottaleb. Hmm-based segmentation and recognition of human activities from video sequences. In Proc. the 2005 IEEE International Conference on Multimedia and Expo (ICME2005), pages 804-807, 2005.