The Comparison of Signature Verification Result Using 2DPCA Method and SSE Method

International Journal of artificial intelligence research

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Field Value
Title The Comparison of Signature Verification Result Using 2DPCA Method and SSE Method
Creator Sinaga, Anita Sindar R M
Subject Image Processing
Pattern Recognition
Description The rate of speed and validation verify to be a reference of quality information and reliable results. Everyone has signature characteristics but it will be difficult to match original signatures with a clone. Two Dimensional Principal Component Analysis (2DPCA) method, Sum Equal Error (SSE) method includes a method that can provide accurate data verification value of 90% - 98%. Results of scanned signatures, converted from RGB image - grayscale - black white (binary color). The extraction process of each method requires experimental data as a data source in pixel size. Digital image consists of a collection of pixels then each image is converted in a matrix. Preprocessing Method 2 DPCA each data is divided into data planning and data testing. Extraction on SSE method, each data sought histogram value and total black value. This study yields a comparison of the suitability of the extraction results of each method. Both of these methods have a data accuracy rate of 97% - 98%. When compared to the results of the accuracy of image verification with 2DPCA method: SSE is 97%: 96%. With the same data source will be tested result of 2DPCA method with SSE method.
Publisher STMIK Dharma Wacana
Date 2018-06-09
Type info:eu-repo/semantics/article
Peer-reviewed Article
Format application/pdf
Source International Journal of Artificial Intelligence Research; Vol 2, No 1 (2018): June; 17 - 28
Language eng
Rights Copyright (c) 2018 International Journal of Artificial Intelligence Research

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