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Designing the network topology of feedforward neural network for scene illumination classification


Citation

Hesamian, Mohammad Hesam and Mashohor, Syamsiah and Saripan, M. Iqbal and Wan Adnan, Wan Azizun (2017) Designing the network topology of feedforward neural network for scene illumination classification. Advanced Science Letters, 23 (6). 5269 - 5272. ISSN 1936-6612; ESSN: 1936-7317

Abstract

Determining the topology of network as one of the objectives of ANN systems, is not following any certain rules or algorithms but still there are several hints which help us to restrict the neural network architecture set. Hence, the process of testing structures will be the solution of finding most effective one among a limited set. This study aims to apply testing method on scene illumination classification system to find out the appropriate ANN structure. The results of this study apply on similar classification systems to avoid redoing the testing process.


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Additional Metadata

Item Type: Article
Divisions: Faculty of Engineering
DOI Number: https://doi.org/10.1166/asl.2017.7356
Publisher: American Scientific Publishers
Keywords: Image classification; Network structure; Neural network
Depositing User: Ms. Nida Hidayati Ghazali
Date Deposited: 25 Jul 2018 08:30
Last Modified: 25 Jul 2018 08:30
Altmetrics: http://www.altmetric.com/details.php?domain=psasir.upm.edu.my&doi=10.1166/asl.2017.7356
URI: http://psasir.upm.edu.my/id/eprint/61307
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