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An Effective Color Addition to Feature Detection and Description for Book Spine Image Matching
Joint Authors
Lee, Dah-Jye
Fowers, Spencer G.
Source
Issue
Vol. 2012, Issue 2012 (31 Dec. 2012), pp.1-15, 15 p.
Publisher
Hindawi Publishing Corporation
Publication Date
2011-12-18
Country of Publication
Egypt
No. of Pages
15
Main Subjects
Civil Engineering
Information Technology and Computer Science
Abstract EN
The important task of library book inventory, or shelf-reading, requires humans to remove each book from a library shelf, open the front cover, scan a barcode, and reshelve the book.
It is a labor-intensive and often error-prone process.
Technologies such as 2D barcode scanning or radio frequency identification (RFID) tags have recently been proposed to improve this process.
They both incur significant upfront costs and require a large investment of time to fit books with special tags before the system can be productive.
A vision-based automation system is proposed to improve this process without those prohibitively high upfront costs.
This low-cost shelf-reading system uses a hand-held imaging device such as a smartphone to capture book spine images and a server that processes feature descriptors in these images for book identification.
Existing color feature descriptors for feature matching typically use grayscale feature detectors, which omit important color edges.
Also, photometric-invariant color feature descriptors require unnecessary computations to provide color descriptor information.
This paper presents the development of a simple color enhancement feature descriptor called Color Difference-of-Gaussians SIFT (CDSIFT).
CDSIFT is well suited for library inventory process automation, and this paper introduces such a system for this unique application.
American Psychological Association (APA)
Fowers, Spencer G.& Lee, Dah-Jye. 2011. An Effective Color Addition to Feature Detection and Description for Book Spine Image Matching. ISRN Machine Vision،Vol. 2012, no. 2012, pp.1-15.
https://search.emarefa.net/detail/BIM-510337
Modern Language Association (MLA)
Fowers, Spencer G.& Lee, Dah-Jye. An Effective Color Addition to Feature Detection and Description for Book Spine Image Matching. ISRN Machine Vision No. 2012 (2012), pp.1-15.
https://search.emarefa.net/detail/BIM-510337
American Medical Association (AMA)
Fowers, Spencer G.& Lee, Dah-Jye. An Effective Color Addition to Feature Detection and Description for Book Spine Image Matching. ISRN Machine Vision. 2011. Vol. 2012, no. 2012, pp.1-15.
https://search.emarefa.net/detail/BIM-510337
Data Type
Journal Articles
Language
English
Notes
Includes bibliographical references
Record ID
BIM-510337