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A Theory for Invariant Object Recognition in the Frontoparallel Plane

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2 Author(s)
Jacobson, Lowell ; Department of Electrical Engineering, University of Minnesota, Minneapolis, MN 55455. ; Wechsler, H.

We suggest a new computational theory for position, size, and orientation invariant recognition of planar gray-scale forms in frontoparallel view. The theory employs a spatial-frequency representation which approximates the complex-logarithmic conformally mapped Wigner distribution of a gray-scale image. Our discussion emphasizes the theoretical significance, method of computation, and practical utility of this powerful new representation for image pattern recognition.

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Pattern Analysis and Machine Intelligence, IEEE Transactions on  (Volume:PAMI-6 ,  Issue: 3 )