Image Retrieval Based on Content Using Color Feature: Color Image Processing and Retrieving - Softcover

Afifi, Ahmed J.; Ashour, Wesam

 
9783845440552: Image Retrieval Based on Content Using Color Feature: Color Image Processing and Retrieving
Softcover
ISBN 10: 3845440554 ISBN 13: 9783845440552
Verlag: LAP LAMBERT Academic Publishing, 2011

Inhaltsangabe

In various application domains such as education, crime prevention, commerce, and biomedicine, the volume of digital data is increasing rapidly. The problem appears when retrieving the information from the storage media. Content-based image retrieval systems aim to retrieve images from large image databases similar to the query image based on the similarity between image features. This book presents a CBIR system that uses the color feature as a visual feature to represent the images. Images are selected from the WANG database that is widely used for CBIR performance evaluation. Ranklet Transform is used to make the image invariant to rotation and any image enhancement operations. For the resulting ranklet images, the color feature is extracted by calculating the color moments. The color moments are invariant to rotation and scaling. This is a benefit of our system. To speed up the retrieval time, images are clustered according to their features using k-means clustering algorithm.

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Reseña del editor

In various application domains such as education, crime prevention, commerce, and biomedicine, the volume of digital data is increasing rapidly. The problem appears when retrieving the information from the storage media. Content-based image retrieval systems aim to retrieve images from large image databases similar to the query image based on the similarity between image features. This book presents a CBIR system that uses the color feature as a visual feature to represent the images. Images are selected from the WANG database that is widely used for CBIR performance evaluation. Ranklet Transform is used to make the image invariant to rotation and any image enhancement operations. For the resulting ranklet images, the color feature is extracted by calculating the color moments. The color moments are invariant to rotation and scaling. This is a benefit of our system. To speed up the retrieval time, images are clustered according to their features using k-means clustering algorithm.

Biografía del autor

Ahmed J. Afifi has graduated in 2008 with B.Sc. in Computer Engineering from Islamic University of Gaza. He has worked at IUG for 1 year as a teaching assistant. In 2011, he has graduated with M.Sc. in Computer Engineering from IUG. His research interest is image processing, pattern recognition, and artificial intelligence.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2011
Sprache
Englisch
ISBN 10 
3845440554
ISBN 13 
9783845440552
Einband
Tapa blanda
Anzahl der Seiten
76
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Verantwortliche Person
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