Artificial Neural Networks Applied For Digital Images with Matlab Code: The Applications of Artificial Intelligence In Image Processing Field Using Matlab - Couverture souple

Othman A. Khfagy, Muhammad Atta

 
9783659538179: Artificial Neural Networks Applied For Digital Images with Matlab Code: The Applications of Artificial Intelligence In Image Processing Field Using Matlab
Couverture souple
ISBN 10 : 3659538175 ISBN 13 : 9783659538179
Editeur : LAP LAMBERT Academic Publishing, 2014

Synopsis

Artificial Neural Networks have broad applications to the real world business problems. They have already been successfully applied in many industries. Since neural networks are best at identifying patterns or trends in data, they are well suited for prediction or forecasting. These include Sales forecasting, Industrial process control, Customer research, Data validation, Risk management, Target marketing. The work studies the use of Artificial Neural Network in the field of Image Processing. One of the applications studied is the edge detection process. Edge detection of an image significantly reduces the amount of data and filters out useless information, while preserving the important structural properties in an image. Edges detection of digital images is used in a various fields of applications ranging from real-time video surveillance and traffic management to medical imaging applications. The work demonstrates both entropy and Neural Network based edge detection methods, where Renyi’s Entropy and Convolutional Neural Network based edge detection is proposed and their results are compared.

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Présentation de l'éditeur

Artificial Neural Networks have broad applications to the real world business problems. They have already been successfully applied in many industries. Since neural networks are best at identifying patterns or trends in data, they are well suited for prediction or forecasting. These include Sales forecasting, Industrial process control, Customer research, Data validation, Risk management, Target marketing. The work studies the use of Artificial Neural Network in the field of Image Processing. One of the applications studied is the edge detection process. Edge detection of an image significantly reduces the amount of data and filters out useless information, while preserving the important structural properties in an image. Edges detection of digital images is used in a various fields of applications ranging from real-time video surveillance and traffic management to medical imaging applications. The work demonstrates both entropy and Neural Network based edge detection methods, where Renyi’s Entropy and Convolutional Neural Network based edge detection is proposed and their results are compared.

Biographie de l'auteur

Dr. Muhammad A. Khfagy was born in 14 March 1985 in Sohag - Egypt. He received Bachelor of Science in Computer Science in 2006,Received Master in Science Major Computer Science 2013. He is interested in Machine Learning and Artificial Intelligence utilization and Applications in most of research fields.©Muhammad A.Khfag

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Éditeur
LAP LAMBERT Academic Publishing
Date d'édition
2014
Langue
anglais
ISBN 10 
3659538175
ISBN 13 
9783659538179
Reliure
Broché
Nombre de pages
152
Coordonnées du fabricant
non disponible
Personne responsable
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Autres éditions populaires du même titre

9786209788802: Artificial Neural Networks Applied to Digital Images with MATLAB Code: 2nd Edition

Edition présentée

ISBN 10 :  6209788807 ISBN 13 :  9786209788802
Editeur : LAP LAMBERT Academic Publishing, 2026
Couverture souple