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Abstract: Design unbiased estimation of population size by stereological methods is an efficient alternative to automatic computer vision methods, which are generally biased. Moreover, stereological methods offer the possibility of predicting the error variance from a single sample. Here we explore the statistical performance of two alternative variance estimators on a dataset of 26 labelled crowd pictures. The empirical mean square errors of the variance predictors are compared by means of Monte Carlo resampling.
Fuente: Image Analysis & Stereology, l2019;38:131-139
Publisher: International Society for Stereology
Year of publication: 2019
No. of pages: 9
Publication type: Article
DOI: 10.5566/ias.1991
ISSN: 1580-3139,1854-5165
Publication Url: https://www.ias-iss.org/ojs/IAS/article/view/1991
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ANA ISABEL GOMEZ PEREZ
MARCOS CRUZ RODRIGUEZ
LUIS MANUEL CRUZ ORIVE
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