Membership Statistical Test For Shapes With Application to Face Identification
نویسنده
چکیده
We develop a statistical test to determine if shape belongs to a given homogeneous family of shapes based on general statistical hypothesis testing. First, we illustrate the membership test on a simple random triangle model. Second we apply this test to face identification problem with the task to identify that the last photo is of the same person with different facial expression. Third, we outline how to use the membership test in more general sizeirrelevant statistical shape model.
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