PERANCANGAN PERBANDINGAN IDENTIFIKASI TANDA TANGAN STATIK MENGGUNAKAN ALIHRAGAM WAVELET SYMLET DAN COIFLET

Susanti, Erma and Kumalasanti, Rosalia Arum (2018) PERANCANGAN PERBANDINGAN IDENTIFIKASI TANDA TANGAN STATIK MENGGUNAKAN ALIHRAGAM WAVELET SYMLET DAN COIFLET. Jurnal Gaung Informatika, 11 (1). pp. 32-42. ISSN ISSN 2086-4221 EISSN 2721-3900

	Text (Dokumen) Jurnal Gaung Informatika erma rosa 2018.pdf - Published Version Download (777kB)
	Text (Peer Review) Peer Review Jurnal Gaung Informatika Vol 11 No 1 Januari 2018.pdf - Other Download (1MB)

Official URL: https://jurnal.usahidsolo.ac.id/index.php/GI/artic...

Abstract

Signatures are personal identities that can be used as evidence of document legality. The use of signs is fairly easy and simple, no expensive electronic equipment needed. This is what makes this signature is still common nowdays. The higher needs for transactions in society will give effects to the irresponsible parties. The lack of security tools for transactions or transactions involving this signature makes the roles of signature is at risk. The Signatures belongs to the authentic holder is supposed to be an important discussion for the sake of society. This research will discuss about signature identification to recognize the authentic holder of the signature. This process consists of two main parts: training and testing. The image size is 256x256 pixels. At the training stage, hand drawings used are the threshold, wavelet Symlet and Coiflet wavelets, normalization and then will be generated using Backpropagation Neural Network (ANN) algorithm. The testing stage has the same process but at the end of the process will be comparison between the image data that has been stored with the comparison image. ANN can work optimally when it is trained using the calculated data input, parameters, and number of nodes on the network. It is expected that these wavelets can determine the optimal wavelets and parameters in identification. The range of applied wavelets are Symlet and Coiflet.

Item Type:	Article
Uncontrolled Keywords:	JST Backpropagation, Wavelet, Symlet, Coiflet
Subjects:	Z Bibliography. Library Science. Information Resources > ZA Information resources > ZA4050 Electronic information resources
Divisions:	Fakultas Teknologi Informasi & Bisnis > Informatika (S1)
Depositing User:	erma susanti
Date Deposited:	08 Nov 2022 03:18
Last Modified:	08 Nov 2022 03:18
URI:	http://eprints.akprind.ac.id/id/eprint/1270

Actions (login required)

View Item