Wavelets for training a neural network to recognize objects

John F. Pedersen; Edward B. Saff; Kevin S. Schweiker

doi:10.1117/12.160597

15 October 1993 Wavelets for training a neural network to recognize objects

John F. Pedersen, Edward B. Saff, Kevin S. Schweiker

Proceedings Volume 1960, Automatic Object Recognition III; (1993) https://doi.org/10.1117/12.160597
Event: Optical Engineering and Photonics in Aerospace Sensing, 1993, Orlando, FL, United States

Abstract

A technique is developed for classifying different objects in natural imagery by employing a wavelet transform and training a neural network on certain of the wavelet transform coefficients. The effectiveness of different choices of coefficients and neural network architectures is analyzed.

Citation Download Citation

John F. Pedersen, Edward B. Saff, and Kevin S. Schweiker "Wavelets for training a neural network to recognize objects", Proc. SPIE 1960, Automatic Object Recognition III, (15 October 1993); https://doi.org/10.1117/12.160597

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