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This paper addresses the problem of reliably fitting an orientated model to video data of laboratory mice assays by specifically locating semi-invariant points on an extracted outline. In the case of mice, the rapid changes in direction and shape often lead to failure when using explicit models. Here we employ a standard background subtraction algorithm in order to derive contour information from a well defined top-down view of the assay. Using this contour, we compare three differentdoi:10.5244/c.22.84 dblp:conf/bmvc/CrookLHA08 fatcat:r2el6v5sajcnfh7p3y32qwxtou