A novel method for measuring nutrition intake based on food image

2012 IEEE I2MTC - International Instrumentation and Measurement Technology Conference, Proceedings

Volumn , Issue , 2012, Pages 366-370

  Almaghrabi, Rana ^a   Villalobos, Gregorio ^a   Pouladzadeh, Parisa ^a   Shirmohammadi, Shervin ^a  

^a UNIVERSITY OF OTTAWA   (Canada)

Author keywords

Calories measurement; Image processing; obesity management; Shape recognition

Indexed keywords

ENERGY INTAKE; FOOD IMAGE; FOOD INTAKE; FOOD NUTRITION; MEASURING SYSTEMS; NEW INSTRUMENT; RECOGNITION SYSTEMS; SHAPE RECOGNITION; SYSTEM RECORDS;

IMAGE PROCESSING;

NUTRITION;

EID: 84864185864     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/I2MTC.2012.6229581     Document Type: Conference Paper

References (16)

1. World Health Organization. (2011, October) Obesity Study. [Online]. http://www.who.int/mediacentre/factsheets/fs311/en/index.html
2. Claude Bouchard George A. Bray, Handbook of Obesity, Second Edition, Ed. Louisiana, USA: ennington Biomedical Research Center, 2004.
3. Wenyan, Ruizhen Zhao, Ning Yao, John D. Fernstrom, Madelyn H. Fernstrom, Robert J. Sclabassi, and Mingui Sun Jia, "A Food Portion Size Measurement System for Image-Based Dietary Assessment," Bioengineering Conference, IEEE, pp. 3-5, April 2009.
4. P. Robson, and J.Wallace M. Livingstone, "Issues in dietary intake assessment of children and adolescents," Br.J.Nutr, vol. 92, pp. pp. S213-S222, 2004.
5. (2011, October) Obesity: A Research Journal. [Online]. http://www.nature.com/oby/journal/v10/n11s/full/oby2002192a.html
6. Mingui Sun et al., "Determination of food portion size by image processing ," Engineering in Medicine and Biology Society, pp. 871 - 874, August 2008.
7. F. Takeda; K. Kumada, and M. Takara, "Dish extraction method withneural network for food intake measuring system on medical use", Computational Intelligence for Measurement Systems and Applications, 29-31 July 2003, pp.56 - 59.
8. M. Warziski, T. Starrett, J. Choo, E. Music, S. Sereika,S. Stark, and M. A. Sevick L. E. Burke, "Self-monitoring dietary intake: current andfuture practices," Journal of renal nutrition the official journal of the Council on Renal Nutrition of the National Kidney Foundation, vol. 15, no. 3, pp. 281-290, 2005.
9. J. Beasley, "The pros and cons of using pdas for dietary self-monitoring," J Am Diet Assoc, vol. 107, no. 5, 739 2007.
10. C. Gao, F. Kong, and J. Tan. Healthaware: Tackling obesity with health aware smart phone systems. In Proceedings of the 2009 IEEE International Conference on Robotics and Biometics, pages 1549-1554, 2009.
11. Susan M. Barman, Scott Boitano, Heddwen L. Brooks Kim E. Barrett, "Digestion, Absorption & Nutritional Principles," in Ganong's Review of Medical Physiology, 24, Ed. USA: Mc Graw Hill, 2009, ch. Chapter 27.
12. B. Schölkopf, A. Smola, R. Williamson and P. Bartlett, "New support vector algorithms," Neural Computation, MIT Press Cambridge, vol. 12, no. 5, pp. 1207-1245, May 2000.
13. B. Schölkopf, J. Platt, J. Shawe, A. Smola and R. Williamson, "Estimating the support of a high-dimensional distribution," Neural Computation, MIT Press Cambridge, vol. 13, no. 7, pp. 1443-1471, July 2001.
14. Jie Yang Wen Wu, "Fast Food Recognition From Videos of Eating for Calorie Estimation," Intl. Conf. on Multimedia and Expo, IEEE, 2009.
15. Health Canada. (2011, November) Health Canada Nutrient Values. [Online]. http://www.hc-sc.gc.ca/fn-an/nutrition/fiche-nutridata/nutrient-value-valeurs- nutritives-tc-tm-eng.php
16. Gregorio Villalobos, Rana Almaghrabi, Behnoosh Hariri, and Shervin Shirmohammadi, "A Personal Assistive System for Nutrient Intake Monitoring," International ACM Workshop On Ubiquitous Meta User Interfaces, November 2011.