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We present a family of "normal" distributions over a matrix group together with a simple method for estimating its parameters. In particular, the mean of a set of elements can be calculated. The approach is applied to planar projective homographies, showing that using priors defined in this way improves object recognition.
Pattern Analysis and Machine Intelligence, IEEE Transactions on (Volume:27 , Issue: 10 )
Date of Publication: Oct. 2005