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dc.contributor.authorWang, Y.
dc.contributor.authorHe, Y.
dc.contributor.authorBoushey, Carol
dc.contributor.authorZhu, F.
dc.contributor.authorDelp, E.
dc.date.accessioned2018-01-30T08:05:48Z
dc.date.available2018-01-30T08:05:48Z
dc.date.created2018-01-30T05:59:15Z
dc.date.issued2017
dc.identifier.citationWang, Y. and He, Y. and Boushey, C. and Zhu, F. and Delp, E. 2017. Context based image analysis with application in dietary assessment and evaluation. Multimedia Tools and Applications. 77 (15): pp. 19769-19794.
dc.identifier.urihttp://hdl.handle.net/20.500.11937/61568
dc.identifier.doi10.1007/s11042-017-5346-x
dc.description.abstract

Dietary assessment is essential for understanding the link between diet and health. We develop a context based image analysis system for dietary assessment to automatically segment, identify and quantify food items from images. In this paper, we describe image segmentation and object classification methods used in our system to detect and identify food items. We then use context information to refine the classification results. We define contextual dietary information as the data that is not directly produced by the visual appearance of an object in the image, but yields information about a user’s diet or can be used for diet planning. We integrate contextual dietary information that a user supplies to the system either explicitly or implicitly to correct potential misclassifications. We evaluate our models using food image datasets collected during dietary assessment studies from natural eating events.

dc.publisherSpringer
dc.titleContext based image analysis with application in dietary assessment and evaluation
dc.typeJournal Article
dcterms.source.startPage1
dcterms.source.endPage26
dcterms.source.issn1380-7501
dcterms.source.titleMultimedia Tools and Applications
curtin.departmentSchool of Public Health
curtin.accessStatusFulltext not available


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