Firearm Classification using Neural Networks on Ring of Firing Pin Impression Images

Firearm Classification using Neural Networks on Ring of Firing Pin Impression Images

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This paper implements two layer neural networks with different feedforward backpropagation algorithms for better performance of firearm classification us-ing numerical features from the ring image. A total of 747 ring images which are extracted from centre of the firing pin impression have been capt...

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Bibliographic Details
Main Authors: SAADI Bin Ahmad KAMARUDDIN, Nor AZURA MD GHANIB, Choong-Yeun LIONG, Abdul AZIZ JEMAIN
Format: Article
Language:English
Published: Ediciones Universidad de Salamanca 2012-12-01
Series:Advances in Distributed Computing and Artificial Intelligence Journal
Subjects:
firearm classification
ring image
geometric moments
backpropagation
neural network
Online Access:https://revistas.usal.es/index.php/2255-2863/article/view/10091

Internet

https://revistas.usal.es/index.php/2255-2863/article/view/10091

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