Acoustical method for objective food intake monitoring using a wearable sensor system

2011 5th International Conference on Pervasive Computing Technologies for Healthcare and Workshops, PervasiveHealth 2011

Volumn , Issue , 2011, Pages 266-269

  Päßler, Sebastian ^a   Fischer, Wolf Joachim ^a  

^a FRAUNHOFER INSTITUTE FOR PHOTONIC MICROSYSTEMS   (Germany)

Author keywords

Chewing sound; dietary protocol; food intake model

Indexed keywords

ACOUSTICAL METHODS; CHEWING SOUNDS; CLASSIFICATION ALGORITHM; DIETARY PROTOCOL; EAR CANAL; ENVIRONMENTAL NOISE; FOOD INTAKE; HEARING AID; HIERARCHICAL MODEL; NON-INVASIVE MONITORING; NOVEL SENSOR SYSTEMS; SWALLOWING SOUNDS; TWO MICROPHONES; WEARABLE SENSOR SYSTEMS;

ACCELEROMETERS; AUDITION; BEHAVIORAL RESEARCH; HEALTH CARE; HEARING AIDS; HIERARCHICAL SYSTEMS; MICROPHONES; UBIQUITOUS COMPUTING;

SENSORS;

EID: 80054959056     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.4108/icst.pervasivehealth.2011.246029     Document Type: Conference Paper

References (11)

1. World Health Organization, "Obesity and overweight: What are overweight and obesity?", Fact sheet No 311, Geneva: WHO, September 2006.
2. D. A. Schoeller, "Limitations in the assessment of dietary energy intake by self-report", Metabolism, Vol. 44, pp. 18-22, February 1995.
3. J. Beasley, "The pros and cons of using pdas for dietary self-monitoring.", J Am Diet Assoc, Vol. 107, No. 5, p. 739, 2007.
4. K.-H. Chang, S.-Y. Liu, H.-H. Chu, J. Y. Hsu, C. Chen, T.-Y. Lin, C.-Y. Chen, P. Huang, "The diet-aware dining table: Observing dietary behaviors over a tabletop surface." In K. Fishkin, B. Schiele, P. Nixon, and A. Quigley, ed., PERVASIVE 2006: Proceedings of the 4th International Conference on Pervasive Computing, vol. 3968 of Lecture Notes in Computer Science, pp. 366-382. Springer Berlin, Heidelberg, May 2006.
5. B. Drake, "Food crushing sounds. an introductory study", J Food Sci, vol. 28, no. 2, pp. 233-241, 1963.
6. O. Amft, "Automatic dietary monitoring using on-body sensors -Detection of eating and drinking behaviour in healthy individuals", Ph.D. Thesis, ETH Zürich, 2008.
7. M. Shuzo, S. Komori, T. Takashima, G. Lopez, S. Tatsuta, S. Yanagimoto, S. Warisawa, J.-J. Delaunay and I. Yamada, "Wearable Eating Habit Sensing Using Sound Information", in Proc. of the 2009 Conference on Micromechatronics for Information and Precision Equipment (MIPE 2009), Tsukuba International Congress Center, Ibaraki, Japan, pp. 221-222, June 17-20 2009.
8. P. Lopez-Meyer, S. Schuckers, O. Makeyev and E. Sazonov, "Detection of Periods of Food Intake using Support Vector Machines", in 32nd Annual International Conference of the IEEE EMBS, Buenos Aires, Argentinia, pp. 1004-1007, August 31 - September 4 2010.
9. P.W. Lucas, J.F. Prinz, K.R. Agrawal, and I.C. Bruce, "Food physics and oral physiology", in Food Quality and Preference vol. 13, issue 4, pp. 203-213, June 2002.
10. W.E. Lee III, A.E. Deibel, C.T. Glembin and E.G. Munday, "Analysis of Food Crushing Sound During Mastication: Frequency-Time Studies", in Journal of Texture Studies, vol. 19, issue 1, pp. 27-38, January 1988.
11. O. Amft, M. Stänger, P. Lukowicz and G. Tröster, "Analysis of Chewing Sound for Dietary Monitoring", in UbiComp 2005: Proceedings of the 7th International Conference on Ubiquitous Computing, pp. 56-72, Springer Berlin, Heidelberg, September 2005.