A Proposed System for Image Mining: Using Data Mining Techniques for Images - Couverture souple

Al-Hamami, Mohammad Alaa; Saleh, Hillal Hadi

 
9783659206382: A Proposed System for Image Mining: Using Data Mining Techniques for Images

Synopsis

The internet and the advances in image acquisition and storage technology have led to tremendous growth in significantly large and detailed image databases (the World Wide Web is regarded as the largest global image repository). By analyzing these images the human users could obtain much more useful information. Image mining is a tool to analyze the images that have the same subject by dealing with the extraction of implicit knowledge, image data relationships, or other patterns not explicitly stored in the images. This book proposes a system for mining the images by a proposed association rule algorithm which will consider the recurrence of objects in the unique image in addition to the traditional consideration of objects recurrent in a collection of images.

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Présentation de l'éditeur

The internet and the advances in image acquisition and storage technology have led to tremendous growth in significantly large and detailed image databases (the World Wide Web is regarded as the largest global image repository). By analyzing these images the human users could obtain much more useful information. Image mining is a tool to analyze the images that have the same subject by dealing with the extraction of implicit knowledge, image data relationships, or other patterns not explicitly stored in the images. This book proposes a system for mining the images by a proposed association rule algorithm which will consider the recurrence of objects in the unique image in addition to the traditional consideration of objects recurrent in a collection of images.

Biographie de l'auteur

Dr. Mohammad Alaa Hussain Al-hamami - MSc, PhD degree in Computer Science.Head of the Management Information Systems Department Council for the Faculty of Information Technology and Computer Science in Delmon University for Science and Technology, Manama, Kingdom of Bahrain.

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