The use of temporal information in food image analysis
| dc.contributor.author | Wang, Y. | |
| dc.contributor.author | He, Y. | |
| dc.contributor.author | Zhu, F. | |
| dc.contributor.author | Boushey, Carol | |
| dc.contributor.author | Delp, E. | |
| dc.date.accessioned | 2017-03-17T08:30:06Z | |
| dc.date.available | 2017-03-17T08:30:06Z | |
| dc.date.created | 2017-02-19T19:31:48Z | |
| dc.date.issued | 2015 | |
| dc.identifier.citation | Wang, Y. and He, Y. and Zhu, F. and Boushey, C. and Delp, E. 2015. The use of temporal information in food image analysis, in Proceedings of the18th International Conference on Image Analysis and Processing: New Trends in Image Analysis and Processing (ICIAP), Sep 7-11 2015, pp. 317-325. Genova, Italy: ICIAP. | |
| dc.identifier.uri | http://hdl.handle.net/20.500.11937/51248 | |
| dc.identifier.doi | 10.1007/978-3-319-23222-5_39 | |
| dc.description.abstract |
We have developed a dietary assessment system that uses food images captured by a mobile device. Food identification is a crucial component of our system. Achieving a high classification rates is challenging due to the large number of food categories and variability in food appearance. In this paper, we propose to improve food classification by incorporating temporal information. We employ recursive Bayesian estimation to incrementally learn from a person’s eating history. We show an improvement of food classification accuracy by 11% can be achieved. | |
| dc.title | The use of temporal information in food image analysis | |
| dc.type | Conference Paper | |
| dcterms.source.volume | 9281 | |
| dcterms.source.startPage | 317 | |
| dcterms.source.endPage | 325 | |
| dcterms.source.title | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
| dcterms.source.series | Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics) | |
| dcterms.source.isbn | 9783319232218 | |
| curtin.department | School of Public Health | |
| curtin.accessStatus | Fulltext not available |
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