Bi-invariant Two-Sample Tests in Lie Groups for Shape Analysis

Martin Hanik, Hans-Christian Hege, Christoph von Tycowicz

We propose generalizations of the Hotelling's $T^2$ statistic and the Bhattacharayya distance for data taking values in Lie groups. A key feature of the derived measures is that th…