Food log by analyzing food images

Subscribe (Full Service)


	Search: The ACM Digital Library The Guide

	Feedback

Food log by analyzing food images

Full text

Pdf (577 KB)

Source

International Multimedia Conference archive
Proceeding of the 16th ACM international conference on Multimedia table of contents

Vancouver, British Columbia, Canada

DEMONSTRATION SESSION: Demo session 1 table of contents

Pages 999-1000

Year of Publication: 2008

ISBN:978-1-60558-303-7

Authors

Keigo Kitamura	The University of Tokyo, Tokyo, Japan
Toshihiko Yamasaki	The University of Tokyo, Tokyo, Japan
Kiyoharu Aizawa	The University of Tokyo, Tokyo, Japan

Sponsors

ACM: Association for Computing Machinery
SIGMULTIMEDIA: ACM Special Interest Group on Multimedia

Publisher

ACM New York, NY, USA

Bibliometrics

Downloads (6 Weeks): 11, Downloads (12 Months): 80, Citation Count: 0

Additional Information:

abstract references index terms collaborative colleagues

Tools and Actions:	Request Permissions Review this Article Save this Article to a Binder Display Formats: BibTeX EndNote ACM Ref

DOI Bookmark:	Use this link to bookmark this Article: http://doi.acm.org/10.1145/1459359.1459548 What is a DOI?

ABSTRACT

In this paper, a food-logging system that can distinguish food images from other images, analyze the food balance, and visualize the log is presented. The image processing is based on feature vectors consisting of color histograms, DCT coefficients, detected image patterns and so forth. Support Vector Machine (SVM) was used to detect food images and to analyze the food balance. Experimental results show that the food image extraction presents above 88% of accuracy and the food balance estimation is achieved with more than 73% of accuracy.

REFERENCES

Note: OCR errors may be found in this Reference List extracted from the full text article. ACM has opted to expose the complete List rather than only correct and linked references.

	1	D. Tancharoen, W. Puangpakisiri, T. Yamasaki, K. Aizawa, "Life log platform for continuous and discrete recording and retrieval of personal media," ECTI-EEC Transactions, vol.5, no.2, pp.165--173, August, 2007.
	2	Gamhewage C. de Silva , Toshihiko Yamasaki , Kiyoharu Aizawa, An Interactive Multimedia Diary for the Home, Computer, v.40 n.5, p.52-59, May 2007 [doi>10.1109/MC.2007.155]
	3	Jim Gemmell , Gordon Bell , Roger Lueder , Steven Drucker , Curtis Wong, MyLifeBits: fulfilling the Memex vision, Proceedings of the tenth ACM international conference on Multimedia, December 01-06, 2002, Juan-les-Pins, France [doi>10.1145/641007.641053]
	4	mypyramid.gov, United States Department of Agriculture, http://www.mypyramid.gov/