Wilson, J., Hardy, K. , Allen, R., Copeland, L., Wrangham, R. and Collins, M. (2010) Automated classification of starch granules using supervised pattern recognition of morphological properties. Journal of Archaeological Science, 37(3), pp. 594-604. (doi: 10.1016/j.jas.2009.10.024)
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Abstract
Image analysis techniques have been used to investigate the likelihood of being able to classify and assign a probability regarding the plant origin of individual starch granules in a collection of granules. Quantifiable variables were used to characterize the granules, and the assignments and probabilities were calculated objectively. We consider the classification of images containing granules of a single species and of mixed species and the possibility of assigning a class to granules of unknown species in an image of a slide obtained from the dental calculus of chimpanzees.
| Item Type: | Articles |
|---|---|
| Status: | Published |
| Refereed: | Yes |
| Glasgow Author(s) Enlighten ID: | Hardy, Professor Karen |
| Authors: | Wilson, J., Hardy, K., Allen, R., Copeland, L., Wrangham, R., and Collins, M. |
| College/School: | College of Arts & Humanities > School of Humanities > Archaeology |
| Journal Name: | Journal of Archaeological Science |
| Publisher: | Elsevier |
| ISSN: | 0305-4403 |
| ISSN (Online): | 1095-9238 |
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