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Document Classification: A Technical Review

National Journal of System and Information Technology

Volume 11 Issue 1

Published: 2018
Author(s) Name: Manish Vala | Author(s) Affiliation: Faculty, Babu Madhav Institute of Information Tech., Uka Tarsadia University, Gujarat, India.
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Abstract

Document classification is used for identify the proprietary of complex document. Identify proprietary of any document is very difficult stuff in the area of image processing. There are various way to identify the proprietary of document like, based on signature, logo, seal and many more. We have searched for document classification based on logo and seal, and we surveyed literature related to our work. Majority authors used texture feature extraction author used Discrete Wavelet Transformation (DWT) and Fast Fourier Transform (FFT) for feature extraction and for classification they were used Know Nearest Neighbor (KNN), Neural Network (NN) and support vector machine (SVM).

Keywords: DWT, FFT KNN, NN, SVM

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