TY - GEN
T1 - Smart Refrigerator for healthcare using food image classification
AU - Kwon, Taein
AU - Park, Eunjeong
AU - Chang, Hyukjae
PY - 2016/10/2
Y1 - 2016/10/2
N2 - In this paper, we propose a sensor-equipped food container, Smart Refrigerator, which discriminates foods and monitors their status. The system is composed of 1) sensor system for the detection of humidity, temperature, and the image information of food, 2) information server to perform machine learning-based classification of food images, and 3) user applications to monitor the refrigerator and to recommend appropriate meal pattern with recipes for healthy life. We demonstrated the performance in detection of food and suggested that automatic monitoring of food intake can provide intuitive feedback to users.
AB - In this paper, we propose a sensor-equipped food container, Smart Refrigerator, which discriminates foods and monitors their status. The system is composed of 1) sensor system for the detection of humidity, temperature, and the image information of food, 2) information server to perform machine learning-based classification of food images, and 3) user applications to monitor the refrigerator and to recommend appropriate meal pattern with recipes for healthy life. We demonstrated the performance in detection of food and suggested that automatic monitoring of food intake can provide intuitive feedback to users.
UR - http://www.scopus.com/inward/record.url?scp=85009795040&partnerID=8YFLogxK
UR - http://www.scopus.com/inward/citedby.url?scp=85009795040&partnerID=8YFLogxK
U2 - 10.1145/2975167.2985644
DO - 10.1145/2975167.2985644
M3 - Conference contribution
AN - SCOPUS:85009795040
T3 - ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics
SP - 483
EP - 484
BT - ACM-BCB 2016 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics
PB - Association for Computing Machinery, Inc
T2 - 7th ACM Conference on Bioinformatics, Computational Biology, and Health Informatics, ACM-BCB 2016
Y2 - 2 October 2016 through 5 October 2016
ER -