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Articles Published Processes
10/20/2016 5:06:00 PM | Browse: 1176 | Download: 1638
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Received |
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2016-07-14 08:53 |
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Peer-Review Started |
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2016-07-16 19:34 |
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To Make the First Decision |
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2016-08-19 15:07 |
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Return for Revision |
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2016-08-23 10:13 |
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Revised |
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2016-09-02 17:30 |
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Second Decision |
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2016-09-09 17:45 |
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Accepted by Journal Editor-in-Chief |
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2016-09-09 17:59 |
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Accepted by Executive Editor-in-Chief |
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2016-09-14 13:10 |
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Articles in Press |
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2016-09-14 13:10 |
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Publication Fee Transferred |
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Edit the Manuscript by Language Editor |
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Typeset the Manuscript |
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2016-10-17 11:17 |
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Publish the Manuscript Online |
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2016-10-20 17:06 |
ISSN |
1007-9327 (print) and 2219-2840 (online) |
Open Access |
This article is an open-access article which was selected by an in-house editor and fully peer-reviewed by external reviewers. It is distributed in accordance with the Creative Commons Attribution Non Commercial (CC BY-NC 4.0) license, which permits others to distribute, remix, adapt, build upon this work non-commercially, and license their derivative works on different terms, provided the original work is properly cited and the use is non-commercial. See: http://creativecommons.org/licenses/by-nc/4.0/ |
Copyright |
© The Author(s) 2016. Published by Baishideng Publishing Group Inc. All rights reserved.
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Article Reprints |
For details, please visit: http://www.wjgnet.com/bpg/gerinfo/247
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Permissions |
For details, please visit: http://www.wjgnet.com/bpg/gerinfo/207
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Publisher |
Baishideng Publishing Group Inc, 7041 Koll Center Parkway, Suite 160, Pleasanton, CA 94566, USA |
Website |
http://www.wjgnet.com |
Category |
Engineering, Biomedical |
Manuscript Type |
Diagnostic Advances |
Article Title |
Potential of hybrid adaptive filtering in inflammatory lesion detection from capsule endoscopy images
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Manuscript Source |
Invited Manuscript |
All Author List |
Vasileios S Charisis and Leontios J Hadjileontiadis |
Funding Agency and Grant Number |
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Corresponding Author |
Leontios J Hadjileontiadis, PhD, Professor, Composer/Musicologist, Director of the Signal Processing and Biomedical Technology Unit (SPBTU), Department of Electrical and Computer Engineering, Aristotle University of Thessaloniki, University Campus, Build. D, 6th floor, GR54124 Thessaloniki, Greece. leontios@auth.gr |
Key Words |
Capsule endoscopy; Curvelet; Ulcer; Genetic algorithms; Crohn’s disease |
Core Tip |
This paper presents a novel procedure to analyze wireless capsule endoscopy (WCE) images and extract features towards the automatic detection of Crohn’s disease-based lesions. In this direction, a hybrid adaptive filtering process is proposed that aims to refine the WCE images, prior to feature extraction, by selecting via a genetic algorithm approach the most informative curvelet-based components of the images. Then, differential lacunarity is employed for extracting color-texture features in YCbCr color space. The experimental results showed that the proposed WCE image analysis scheme is robust and outperforms related approaches of the literature, mainly in the case of mild lesions detection. |
Publish Date |
2016-10-20 17:06 |
Citation |
Charisis VS, Hadjileontiadis LJ. Potential of hybrid adaptive filtering in inflammatory lesion detection from capsule endoscopy images. World J Gastroenterol 2016; 22(39): 8641-8657 |
URL |
http://www.wjgnet.com/1007-9327/full/v22/i39/8641.htm |
DOI |
http://dx.doi.org/10.3748/wjg.v22.i39.8641 |
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