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Image Normalization by Complex Moments

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2 Author(s)
Yaser S. Abu-Mostafa ; Division of Engineering and Applied Science, California Institute of Technology, Pasadena, CA 91125. ; Demetri Psaltis

The role of moments in image normalization and invariant pattern recognition is addressed. The classical idea of the principal axes is analyzed and extended to a more general definition. The relationship between moment-based normalization, moment invariants, and circular harmonics is established. Invariance properties of moments, as opposed to their recognition properties, are identified using a new class of normalization procedures. The application of moment-based normalization in pattern recognition is demonstrated by experiment.

Published in:

IEEE Transactions on Pattern Analysis and Machine Intelligence  (Volume:PAMI-7 ,  Issue: 1 )