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Image Normalization by Complex Moments
January 1985 (vol. 7 no. 1)
pp. 46-55
| ASCII Text | x | ||
| Yaser S. Abu-Mostafa, Demetri Psaltis, "Image Normalization by Complex Moments," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 7, no. 1, pp. 46-55, January, 1985. | |||
| BibTex | x | ||
| @article{ 10.1109/TPAMI.1985.4767617, author = {Yaser S. Abu-Mostafa and Demetri Psaltis}, title = {Image Normalization by Complex Moments}, journal ={IEEE Transactions on Pattern Analysis and Machine Intelligence}, volume = {7}, number = {1}, issn = {0162-8828}, year = {1985}, pages = {46-55}, doi = {http://doi.ieeecomputersociety.org/10.1109/TPAMI.1985.4767617}, publisher = {IEEE Computer Society}, address = {Los Alamitos, CA, USA}, } | |||
| RefWorks Procite/RefMan/Endnote | x | ||
| TY - JOUR JO - IEEE Transactions on Pattern Analysis and Machine Intelligence TI - Image Normalization by Complex Moments IS - 1 SN - 0162-8828 SP46 EP55 EPD - 46-55 A1 - Yaser S. Abu-Mostafa, A1 - Demetri Psaltis, PY - 1985 VL - 7 JA - IEEE Transactions on Pattern Analysis and Machine Intelligence ER - | |||
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.
Citation:
Yaser S. Abu-Mostafa, Demetri Psaltis, "Image Normalization by Complex Moments," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 7, no. 1, pp. 46-55, Jan. 1985, doi:10.1109/TPAMI.1985.4767617
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