Fereshteh Nayyeri, Mohammad Faidzul Nasrudin

Similarity Comparison of Images Based on Earth Mover's Distance

Image Matching using a Dimension Reduction Technique

• Broschiertes Buch

Produktbeschreibung

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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Produktdetails

• Verlag: LAP Lambert Academic Publishing
• Seitenzahl: 108
• Erscheinungstermin: 22. April 2015
• Englisch
• Abmessung: 220mm x 150mm x 7mm
• Gewicht: 160g
• ISBN-13: 9783659697753
• ISBN-10: 3659697753
• Artikelnr.: 42844979

Autorenporträt

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.