Performance Increase of Mechanical Nut and Bolt Detection Using Back-Propagation Artificial Neural Network and Wavelet Energy Decomposition

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Provided by: International Journal of Advanced Research in Computer Science and Software Engineering (IJARCSSE)
Topic: Security
Format: PDF
Humans are better in various aspects like in the field of the recognition. But as automation is increasing day-by-day there is need of the efficient machine recognition system. So, there are lots of research going on to machine recognition. In this paper the authors are dealing with the unique method to sort the mechanical objects in automation industry. In this paper they sort various mechanical components in order to attain very high efficiency. Wavelet transform is used for feature extraction of the input object. Artificial neural network the popular artificial intelligence technique is used for recognizing the wavelet component object.
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