Articles liés à Foggy Image Restoration Using Neural Network

Foggy Image Restoration Using Neural Network - Couverture souple

S.Alidmat, Khader

 
9783639517224: Foggy Image Restoration Using Neural Network

Synopsis

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).

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Présentation de l'éditeur

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).

Biographie de l'auteur

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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