Intelligent Image Databases

Name: Intelligent Image Databases
Brand: Springer-Verlag New York Inc.
SKU: 9781461375036
Price: 99.78 EUR
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Towards Advanced Image Retrieval

Autor: Yihong Gong

Jazyk:

Väzba: Brožovaná

Vydavateľ: Springer-Verlag New York Inc.

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Intelligent Image Databases: Towards Advanced Image Retrieval addresses the image feature selection...

Informácie o knihe

Autor

Yihong Gong

Jazyk

Angličtina

Väzba

Kniha - Brožovaná

Vydalo

2012

Stránok

134

EAN

9781461375036

ISBN

1461375037

Enbook ID

06796942

Vydavateľ

Springer-Verlag New York Inc.

Hmotnosť

248

Rozmery

155 x 235 x 9

Kompletný popis

Intelligent Image Databases: Towards Advanced Image Retrieval addresses the image feature selection issue in developing content-based image retrieval systems. The book first discusses the four important issues in developing a complete content-based image retrieval system, and then demonstrates that image feature selection has significant impact on the remaining issues of system design. Next, it presents an in-depth literature survey on typical image features explored by contemporary content-based image retrieval systems for image matching and retrieval purposes. The goal of the survey is to determine the characteristics and the effectiveness of individual features, so as to establish guidelines for future development of content-based image retrieval systems. §Intelligent Image Databases: Towards Advanced Image Retrieval describes the Advanced Region-Based Image Retrieval System (ARBIRS) developed by the authors for color images of real-world scenes. They have selected image regions for building ARBIRS as the literature survey suggests that prominent image regions, along with their associated features, provide a higher probability for achieving a higher level content-based image retrieval system. A major challenge in building a region-based image retrieval system is that prominent regions are rather difficult to capture in an accurate and error-free condition, particularly those in images of real-world scenes. To meet this challenge, the book proposes an integrated approach to tackle the problem via feature capturing, feature indexing, and database query. Through comprehensive system evaluation, it is demonstrated how these systematically integrated efforts work effectively to accomplish advanced image retrieval. §Intelligent Image Databases: Towards Advanced Image Retrieval serves as an excellent reference and may be used as a text for advanced courses on the topic.

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Intelligent Image Databases

Towards Advanced Image Retrieval

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