Image-based calorie content estimation for dietary assessment

Proceedings - 2011 IEEE InternationalSymposium on Multimedia, ISM 2011

Volumn , Issue , 2011, Pages 363-368

  Miyazaki, Tatsuya ^a   De Silva, Gamhewage C ^a   Aizawa, Kiyoharu ^a  

^a UNIVERSITY OF TOKYO   (Japan)

Author keywords

Calorie content estimation; FoodLog; Image processing; LifeLog

Indexed keywords

COLOR CORRELOGRAMS; COLOR HISTOGRAM; DATA SETS; DIETARY ASSESSMENTS; FOOD IMAGE; FOODLOG; GROUND TRUTH; GROUND TRUTH DATA; IMAGE-BASED; LIFE LOG; LINEAR ESTIMATION; MULTIPLE FEATURES; MULTIPLE IMAGE; MULTIPLE USER;

IMAGE PROCESSING; WEB SERVICES;

ESTIMATION;

EID: 84856327420     PISSN: None     EISSN: None     Source Type: Conference Proceeding    
DOI: 10.1109/ISM.2011.66     Document Type: Conference Paper

References (12)

1. L. Zepeda and D. Deal. Think before you eat: Photographic food diaries as intervention tools to change dietary decision making and attitudes. International Journal of Consumer Studies, 32(6):692?-698, November 2008.
2. K. Kitamura, T. Yamasaki, and K. Aizawa.Food log by analyzing food images. Proceeding of the 16th ACM international conference on Multimedia, pages 999-1000, 2008.
3. T. Joutou and K. Yanai: A food image recognition system with multiple kernel learning, ICIP, pp. 285-288, 2009.
4. F. Zhu, A. Mariappan, C. J. Boushey, D. Kerr, K. D. Lutes, D. S. Ebert, and E. J. Delp: Technology-assisted dietary assessment, Proc. SPIE, Vol.6814, No.681411. 2008.
5. W.Wu and J. Yang: Fast food recognition from videos of eating for calorie estimation, ICME, pp. 1210-1213, 2009.
6. S. Yang, M. Chen, D. Pomerleau, and R. Sukthankar: Food Recognition Using Statistics of Pairwise Local Features, CVPR, No.27, 2010.
7. K.Aizawa: Food log and future prospect of life log, Jounrnal of IPSJ, pp.592-597, Vol.50, No.7, 2009 (in Japanese)
8. Ministry of Agriculture Forestry and Fisheries of japan, "Food balance guide," http://www.maff.go.jp/j/balance guide/
9. United States Department of Agriculture. "mypyramid.gov,"http:/ /www.mypyramid.gov/
10. V. Messina, V. Melina, and A. R. Mangels, Anewfoodguide: For north american vegetarians, Canadian Journal of Dietetic Practice and Research, vol. 64, pp. 82-86, 2003.
11. J. Huang, S. R. Kumar, M. Mitra, W-J. Zhu, R. Zabih: Image Indexing Using Color Correlogram Proc. IEEE Conf. Computer Vision and Pattern Recognition '97, pp. 762-768, 1997.
12. Bay, H., Ess, A., Tuytelaars, T. and Gool, L. V.: SURF: Speeded Up Robust Features, Computer Vision and Image Understanding (CVIU), 110(3), pp.346-359 2008 SURF