Character and image recognition and image retrieval using the Boltzmann machine

Ying Liu

doi:10.1117/12.271533

4 April 1997 Character and image recognition and image retrieval using the Boltzmann machine

Ying Liu

Proceedings Volume 3077, Applications and Science of Artificial Neural Networks III; (1997) https://doi.org/10.1117/12.271533
Event: AeroSense '97, 1997, Orlando, FL, United States

Abstract

In this paper, we will discuss two applications of the Boltzmann machines. We will first briefly review the theory of the Boltzmann machine; then, we will report the results of using a software simulation of the Boltzmann machine. The software can learn 1,000 characters (19 X 19) in less than 10 seconds, and learn 4,000 characters (19 X 19) in less than one minute; it can also recognize one of the 4,000 characters (19 X 19) in less than 0.5 seconds. We will also report our results of image retrieval.

Citation Download Citation

Ying Liu "Character and image recognition and image retrieval using the Boltzmann machine", Proc. SPIE 3077, Applications and Science of Artificial Neural Networks III, (4 April 1997); https://doi.org/10.1117/12.271533

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