Similarity Comparison of Images Based on Earth Mover's Distance: Image Matching using a Dimension Reduction Technique - Softcover

Nayyeri, Fereshteh; Faidzul Nasrudin, Mohammad

 
9783659697753: Similarity Comparison of Images Based on Earth Mover's Distance: Image Matching using a Dimension Reduction Technique
Softcover
ISBN 10: 3659697753 ISBN 13: 9783659697753
Verlag: LAP LAMBERT Academic Publishing, 2015

Inhaltsangabe

An image retrieval system is a computer system for browsing, searching, and retrieving images from a large database of digital images. Image retrieval technology has been used in several applications such as fingerprint identification, biodiversity information systems, digital libraries, crime prevention, medicine and historical research. Improving the image retrieval applications is a major concern in today’s huge databases. This book presents three new dimension reduction methods to improve performance and running time of an image retrieval application using embedded Earth Mover’s Distance. We experimentally evaluate our methods and compare their results with previous methods based on EMD similarity measurement.

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Reseña del editor

An image retrieval system is a computer system for browsing, searching, and retrieving images from a large database of digital images. Image retrieval technology has been used in several applications such as fingerprint identification, biodiversity information systems, digital libraries, crime prevention, medicine and historical research. Improving the image retrieval applications is a major concern in today's huge databases. This book presents three new dimension reduction methods to improve performance and running time of an image retrieval application using embedded Earth Mover's Distance. We experimentally evaluate our methods and compare their results with previous methods based on EMD similarity measurement.

Biografía del autor

Fereshteh was born in Iran. She earned a BSs of Computer Software Engineering in 2005 and MSc of Computer Science in 2013 at the National University of Malaysia. She is well-familiar with programming languages such as Borland Delphi, Matlab, C#, java, php and Asp.Net. Her research interest involves pattern recognition, image and signal processing.

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Verlag
LAP LAMBERT Academic Publishing
Erscheinungsdatum
2015
Sprache
Englisch
ISBN 10 
3659697753
ISBN 13 
9783659697753
Einband
Tapa blanda
Anzahl der Seiten
108
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Verantwortliche Person
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