Foggy Image Restoration Using Neural Network

Lieferzeit: Lieferbar innerhalb 14 Tagen

59,90 

ISBN: 3639517229
ISBN 13: 9783639517224
Autor: S Alidmat, Khader
Herausgeber: Venus W Samawi
Verlag: Scholars‘ Press
Umfang: 92 S.
Erscheinungsdatum: 19.01.2017
Auflage: 1/2017
Format: 0.7 x 22 x 15
Gewicht: 155 g
Produktform: Kartoniert
Einband: Kartoniert
Artikelnummer: 1146241 Kategorie:

Beschreibung

In this book, we proposed a developed system to restore foggy degraded images using Back propagation neural network(BP-NN). The suggested method is based on mapping between foggy scene and its corresponding original scene. The weight matrix resulted from training the BP-NN represents the filter of the fog.By using more than one method and more than one feature set, we achieved the effective features that suits BP-NNmethod for foggy image restoration. Seven different approaches (seven different features) are suggested to generate proper fog filter (i.e. seven different fog filters are generated).

Autorenporträt

Venus W.Samawi is an associate professor in the department of Computer Science at Isra University/ Jordan. and Khader S.Alidmat holds a Master degree in Computer Science.

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