Document Detail


Measurement of food volume based on single 2-D image without conventional camera calibration.
MedLine Citation:
PMID:  23366351     Owner:  NLM     Status:  MEDLINE    
Abstract/OtherAbstract:
Food portion size measurement combined with a database of calories and nutrients is important in the study of metabolic disorders such as obesity and diabetes. In this work, we present a convenient and accurate approach to the calculation of food volume by measuring several dimensions using a single 2-D image as the input. This approach does not require the conventional checkerboard based camera calibration since it is burdensome in practice. The only prior requirements of our approach are: 1) a circular container with a known size, such as a plate, a bowl or a cup, is present in the image, and 2) the picture is taken under a reasonable assumption that the camera is always held level with respect to its left and right sides and its lens is tilted down towards foods on the dining table. We show that, under these conditions, our approach provides a closed form solution to camera calibration, allowing convenient measurement of food portion size using digital pictures.
Authors:
Yaofeng Yue; Wenyan Jia; Mingui Sun
Publication Detail:
Type:  Journal Article; Research Support, N.I.H., Extramural    
Journal Detail:
Title:  Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference     Volume:  2012     ISSN:  1557-170X     ISO Abbreviation:  Conf Proc IEEE Eng Med Biol Soc     Publication Date:  2012  
Date Detail:
Created Date:  2013-01-31     Completed Date:  2013-08-01     Revised Date:  2014-08-21    
Medline Journal Info:
Nlm Unique ID:  101243413     Medline TA:  Conf Proc IEEE Eng Med Biol Soc     Country:  United States    
Other Details:
Languages:  eng     Pagination:  2166-9     Citation Subset:  IM    
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MeSH Terms
Descriptor/Qualifier:
Calibration
Eating / physiology*
Food Analysis / methods*
Humans
Image Interpretation, Computer-Assisted / methods*
Monitoring, Ambulatory / methods*
Pattern Recognition, Automated / methods*
Photography / methods*
Grant Support
ID/Acronym/Agency:
U01 HL091736/HL/NHLBI NIH HHS; U01 HL91736/HL/NHLBI NIH HHS
Comments/Corrections

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