Keigo Kitamura
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.
- 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.Google Scholar
- G.C. De Silva, T. Yamasaki, K. Aiazawa, "An interactive multimedia diary for the home," IEEE Computer, Special issue on human centered computing, vol.40, issue 5, pp.52--59, May 2007. Google ScholarDigital Library
- J. Gemmell, G. Bell, R. Lueder, S. Drucker, C. Wong, "MyLifeBits: fulfilling the memex vision," Proc. the 10th ACM international conference on Multimedia, pp. 235--238, 2002. Google ScholarDigital Library
- mypyramid.gov, United States Department of Agriculture, http://www.mypyramid.gov/Google Scholar
Index Terms
- Food log by analyzing food images
Recommendations
FoodLog: capture, analysis and retrieval of personal food images via web
CEA '09: Proceedings of the ACM multimedia 2009 workshop on Multimedia for cooking and eating activitiesWith the increase of the number of food images on the Internet, we have been developing a food-logging system which has an automated analysis function as a Web application. It can distinguish food images from other images, analyze the food balance, and ...
Food Phreaking
C&C '17: Proceedings of the 2017 ACM SIGCHI Conference on Creativity and Cognition25 April 2017. Food Phreaking is the journal of experiments, exploits and explorations of the human food system. Each issue contains stories about the space where food, technology & open culture meet. Food Phreaking Issue 00 is the prequel and contains ...
Adaptive implicit interaction for healthy nutrition and food intake supervision
HCII'11: Proceedings of the 14th international conference on Human-computer interaction: towards mobile and intelligent interaction environments - Volume Part IIIThe current work is going to provide you information about our solution in the challenge of nutrition and food intake supervision, which has been developed lately. We will give an overview of the system and the implemented mechanisms, which were needed ...
Comments