Automatic human life summarization system in sensory living space

Conference Proceedings - IEEE International Conference on Systems, Man and Cybernetics

Volumn 2, Issue , 2004, Pages 1583-1588

  Mori, Taketoshi ^a   Takada, Aritoki ^a   Iwamura, Yasuhiko ^a   Sato, T ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

HMM (Hidden Markov Model); Long Term Life Record; Sensing Room; Sequential Data Clustering; Summarization of Daily Life

Indexed keywords

BEHAVIORAL RESEARCH; COMPUTER GRAPHICS; DATA REDUCTION; MARKOV PROCESSES; MATHEMATICAL MODELS; SENSORS; VIDEO CAMERAS;

FLOOR PRESSURE SENSORS; HIDDEN MARKOV MODEL (HMM); LONG TERM LIFE RECORD; SEQUENTIAL DATA CLUSTERING; SWITCH TYPE SENSORS;

COMPUTER AIDED ANALYSIS;

EID: 15744362533     PISSN: 1062922X     EISSN: None     Source Type: Conference Proceeding    
DOI: None     Document Type: Conference Paper

References (6)

1. T. Kawashima, T. Nagasaki and M. Toda, "Information Summary Mechanism for Episode Recording to Support Human Activity", Proceedings of International Workshop on Pattern Recognition and Understanding, pp. 49-56, 2002.
2. T. Mori, T. Sato, K. Asaki, Y. Yoshimoto and Y. Kishimoto, "One-Room-Type Sensing System for Recognition and Accumulation of Human Behavior", IEEE/RSJ International Conference on Intelligent Robots and Systems, 11 2000.
3. T. Mori, K. Asaki, H. Noguchi and T. Sato, "Accumulation and Summarization of Human Daily Action Data in One-Room-Type Sensing System", Proceedings of International Conference on Intelligent Robots and Systems, pp. 2349-2354, 2001.
4. T. Mori, H. Noguchi and T. Sato, "Construction of Sensor Network System for Human Behavior Measurement and Accumulation via Distributed Objects", SPIE Photonics Boston Intelligent Systems and Manufacturing pp. 230-237, 10 2001.
5. P. Smyth, "Clustering Sequences with Hidden Markov Models, Advances in Neural Information Processing Systems", vol.9, pp. 648-654, The MIT Press. 1997.
6. P. Smyth, "Clustering Using Monte Carlo Cross-Validation", Knowledge Discovery and Data Mining, pp. 126-133, 1996.