@article{ART002226616},
author={Kim, Do Hyeon and Kim, yoon and Han Yu Ri},
title={Mobile Application based on Image Processing and a Proportion for Food Intake Measuring},
journal={Journal of The Korea Society of Computer and Information},
issn={1598-849X},
year={2017},
volume={22},
number={5},
pages={57-63},
doi={10.9708/jksci.2017.22.05.057}
TY - JOUR
AU - Kim, Do Hyeon
AU - Kim, yoon
AU - Han Yu Ri
TI - Mobile Application based on Image Processing and a Proportion for Food Intake Measuring
JO - Journal of The Korea Society of Computer and Information
PY - 2017
VL - 22
IS - 5
PB - The Korean Society Of Computer And Information
SP - 57
EP - 63
SN - 1598-849X
AB - In the paper, we propose a new reliable technique for measuring food intake based on image automatically without user intervention. First, food and bowl image before and after meal is obtained by user. The food and the bowl are divided into each region by the K-means clustering, Otsu algorithm, Morphology, etc. And the volume of food is measured by a proportional expression based on the information of the container such as it’s entrance diameter, depth, and bottom diameter.
Finally, our method calculates the volume of the consumed food by the difference between before and after meal. The proposed technique has higher accuracy than existing method for measuring food intake automatically. The experiment result shows that the average error rate is up to 7% for three types of containers. Computer simulation results indicate that the proposed algorithm is a convenient and accurate method of measuring the food intake.
KW - Food intake;Image-based volumetric algorithm;Image segmentation;Mobile application;3D estimation
DO - 10.9708/jksci.2017.22.05.057
ER -
Kim, Do Hyeon, Kim, yoon and Han Yu Ri. (2017). Mobile Application based on Image Processing and a Proportion for Food Intake Measuring. Journal of The Korea Society of Computer and Information, 22(5), 57-63.
Kim, Do Hyeon, Kim, yoon and Han Yu Ri. 2017, "Mobile Application based on Image Processing and a Proportion for Food Intake Measuring", Journal of The Korea Society of Computer and Information, vol.22, no.5 pp.57-63. Available from: doi:10.9708/jksci.2017.22.05.057
Kim, Do Hyeon, Kim, yoon, Han Yu Ri "Mobile Application based on Image Processing and a Proportion for Food Intake Measuring" Journal of The Korea Society of Computer and Information 22.5 pp.57-63 (2017) : 57.
Kim, Do Hyeon, Kim, yoon, Han Yu Ri. Mobile Application based on Image Processing and a Proportion for Food Intake Measuring. 2017; 22(5), 57-63. Available from: doi:10.9708/jksci.2017.22.05.057
Kim, Do Hyeon, Kim, yoon and Han Yu Ri. "Mobile Application based on Image Processing and a Proportion for Food Intake Measuring" Journal of The Korea Society of Computer and Information 22, no.5 (2017) : 57-63.doi: 10.9708/jksci.2017.22.05.057
Kim, Do Hyeon; Kim, yoon; Han Yu Ri. Mobile Application based on Image Processing and a Proportion for Food Intake Measuring. Journal of The Korea Society of Computer and Information, 22(5), 57-63. doi: 10.9708/jksci.2017.22.05.057
Kim, Do Hyeon; Kim, yoon; Han Yu Ri. Mobile Application based on Image Processing and a Proportion for Food Intake Measuring. Journal of The Korea Society of Computer and Information. 2017; 22(5) 57-63. doi: 10.9708/jksci.2017.22.05.057
Kim, Do Hyeon, Kim, yoon, Han Yu Ri. Mobile Application based on Image Processing and a Proportion for Food Intake Measuring. 2017; 22(5), 57-63. Available from: doi:10.9708/jksci.2017.22.05.057
Kim, Do Hyeon, Kim, yoon and Han Yu Ri. "Mobile Application based on Image Processing and a Proportion for Food Intake Measuring" Journal of The Korea Society of Computer and Information 22, no.5 (2017) : 57-63.doi: 10.9708/jksci.2017.22.05.057
