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Computer vision has been introduced to estimate calories from food images.
“Least squares support vector machine classifiers,”
Johan AK Suykens and Joos Vandewalle, · 1999
Earlier work this paper cites.
“Circle recognition through a 2d hough transform and radius histogramming,”
Dimitrios Ioannou, Walter Huda, and Andrew F Laine, · 1999
Earlier work this paper cites.
“Grabcut: Interactive foreground extraction using iterated graph cuts,”
Carsten Rother, Vladimir Kolmogorov, and Andrew Blake, · 2004
Earlier work this paper cites.
“Determination of food portion size by image processing,”
Zhou Guodong, Qian Longhua, and Zhu Qiaoming, · 2008
Earlier work this paper cites.
“Pfid: Pittsburgh fast-food image dataset,”
Mei Chen, Kapil Dhingra, Wen Wu, Lei Yang, Rahul Sukthankar, and Jie Yang, · 2009
Earlier work this paper cites.
“Association between body-mass index and risk of death in more than 1 million asians,”
Wei Zheng, Dale F. Mclerran, Betsy Rolland, Xianglan Zhang, Manami Inoue, Keitaro Matsuo, Jiang He, Prakash Chandra Gupta, Kunnambath Ramadas, and Shoichiro Tsugane, · 2011
Earlier work this paper cites.
“Designing a wearable computer for lifestyle evaluation.,”
Y. Bai, C. Li, Y. Yue, W. Jia, J. Li, Z. H. Mao, and M. Sun, · 2012
Cited alongside, same era.
“An image procesing approach for calorie intake measurement,”
Gregorio Villalobos, Rana Almaghrabi, Parisa Pouladzadeh, and Shervin Shirmohammadi, · 2012
Cited alongside, same era.
“Fao/infoods density database version 1.0,”
FAO/INFOODS, U. Ruth Charrondière, David Haytowitz, and B. Stadlmayr, · 2012
Cited alongside, same era.
“Accuracy of food portion size estimation from digital pictures acquired by a chest-worn camera.,”
W. Jia, H. C. Chen, Y. Yue, Z. Li, J Fernstrom, Y. Bai, C. Li, and M. Sun, · 2014
Cited alongside, same era.
“Mobile cloud based food calorie measurement,”
Parisa Pouladzadeh, Pallavi Kuhad, Sri Vijay Bharat Peddi, Abdulsalam Yassine, and Shervin Shirmohammadi, · 2014
Cited alongside, same era.
“Food-101–mining discriminative components with random forests,”
Lukas Bossard, Matthieu Guillaumin, and Luc Van Gool, · 2014
Later among the works it cites.
“Foodd: An image-based food detection dataset for calorie measurement,”
Parisa Pouladzadeh, Abdulsalam Yassine, and Shervin Shirmohammadi, · 2015
Later among the works it cites.
“Faster r-cnn: Towards real-time object detection with region proposal networks,”
Shaoqing Ren, Kaiming He, Ross Girshick, and Jian Sun, · 2015
Later among the works it cites.
“Fully convolutional networks for semantic segmentation,”
Jonathan Long, Evan Shelhamer, and Trevor Darrell, · 2015
Later among the works it cites.
“Trends in adult body-mass index in 200 countries from 1975 to 2014: a pooled analysis of 1698 population-based measurement studies with 19·2 million participants,”
Mariachiara Di Cesare, James Bentham, Gretchen A. Stevens, Bin Zhou, Goodarz Danaei, Yuan Lu, Honor Bixby, Melanie J. Cowan, Leanne M. Riley, and Kaveh Hajifathalian, · 2016
Later among the works it cites.
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