Features Generation and Stochastic Geometry
نویسندگان
چکیده
Application of stochastic geometry methods to pattern recognition is analyzed. The paper is based on Trace-transformations of original images introduced in [1] into images on the Mobius band. Trace–transformation is a new geometrical transformation, which is connected with image scanning on complex trajectories, including random parameters trajectories. Based on this new geometric transformation, a new approach to the construction of features independent of images' motion or their linear transformations is advanced. A prominent characteristic of the group of features under consideration is that we can represent each of them as a consecutive composition of three functionals.
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