Method and apparatus for pattern recognition and representation

Image analysis – Learning systems – Trainable classifiers or pattern recognizers

Patent

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

382190, 382224, G06K 980

Patent

active

060441712

ABSTRACT:
A boundary curve or line pattern is recognized by using iterative parametrization and transformation to develop a Fourier descriptor set that is mutually independent and of minimal size and then applying a classification procedure to the Fourier descriptor set to obtain a recognition result. The Fourier descriptor set so obtained has properties that enable effective recognition and compression.

REFERENCES:
patent: 4573197 (1986-02-01), Crimmins
patent: 4975975 (1990-12-01), Filipski
patent: 5075896 (1991-12-01), Wilcox et al.
patent: 5335289 (1994-08-01), Abdelazim
patent: 5347595 (1994-09-01), Bokser
patent: 5473742 (1995-12-01), Polyakov et al.
Polyakov, V.G., et al., "The Electronic Line-Tracing Scanners," Energia Publishing House, Moscow, 1968.
Granlund, G.H., "Fourier Preprocessing for Hand Print Character Recognition," IEEE Transactions on Computers, vol. C-21, pp. 269-281, Feb. 1972.
Persoon, E., et al., "Shape Discrimination Using Fourier Descriptors," IEEE Transactions on Systems, Man and Cybernetics, vol. SMC-7, No. 3, pp. 170-179, Mar. 1977.
Arbter, K., et al., "Application of Affine-Invariant Fourier Descriptors to Recognition of 3-D Objects," IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 12, N. 7, pp. 640-647, Jul. 1990.
Polyakov, V.G., et al., "Choice of Parametric Representation in Numerical Approximation and Encoding of Curves," (translated from Problemy Peradachi Informatsii, vol. 20, No. 3, pp. 47-58, (Jul.-Sep. 1984).
Polyakov, V.G., et al., "Parametric Approximation, Discrete Fourier Transformation and Multicomponent Signal in the Problem of Electrocardiosignals Coding. Algorythms for Experimental Data Processing," Nauka Publishing House, Moscow, pp. 5-21, 1986. (English translation attached).
Polyakov, V.G., et al., "A New Coding Technique for Holter ECG Recorders: 50:1 Compression and Precise Reconstruction," European Heart Journal, vol. 11, Aug. 1990, XIIth Congress of the European Society of Cardiology, p. 411.
Kantorovich, L.V., et al., "Approximate Methods of Higher Analysis," Interscience Publishers, Inc.--New York, P. Noordhoff Ltd.--Groningen--the Netherlands, 1958, pp. 451-459, (Chapter V, #7).
Pinsker, I.Sh., Opoznavanie vektornykh funktsij I linij [Recognition of Vector-Functions and Lines] (Opoznavanie I opisanie linij [Recognition and Description of Lines], Nauka Publishing House, Moscow, pp. 7-29, 1972.
Shakin, V.V., Prostye algoritmy klassificatsii linij [Simple Algorythms of Line Classification] (Opoznavanie I opisanie linij) [Recognition and Description of Lines], Nauka Publishing House, Moscow, pp. 40-46, 1972.
Tomek, I., "Two Modifications of CNN," IEEE Transactions on Systems, Man and Cybernetics, vol. SMC-7, No. 11, pp. 769-772, Nov. 1976.

LandOfFree

Say what you really think

Search LandOfFree.com for the USA inventors and patents. Rate them and share your experience with other people.

Rating

Method and apparatus for pattern recognition and representation does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Method and apparatus for pattern recognition and representation , we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Method and apparatus for pattern recognition and representation will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFUS-PAI-O-1332932

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.