Paper Abstract and Keywords |
Presentation |
2009-01-20 17:35
Speeded Up Feature Extraction for CT Image Based on Integral Image Technique Shao-Hu Peng, Hyun-Soo Kim, Deok-Hwan Kim (Inha Univ.) MI2008-130 |
Abstract |
(in Japanese) |
(See Japanese page) |
(in English) |
As a classic texture feature for image classification, the SGLDM is widely employed in medical image analysis. However, the complicated computation to extract texture features using SGLDM is an inherent problem of its application. Reducing the gray level of the image can partially solve this problem whereas significant texture information is lost. In this paper, we propose to apply the integral image technique so as to speed up the texture feature extraction. Experimental results show that the proposed method can extract identical features as the original algorithm whereas the extraction time of the proposed method is only 0.0822% of that of the original algorithm. |
Keyword |
(in Japanese) |
(See Japanese page) |
(in English) |
texture feature / SGLDM / integral image / medical image / CT Image / / / |
Reference Info. |
IEICE Tech. Rep., vol. 108, no. 385, MI2008-130, pp. 319-324, Jan. 2009. |
Paper # |
MI2008-130 |
Date of Issue |
2009-01-12 (MI) |
ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
Copyright and reproduction |
All rights are reserved and no part of this publication may be reproduced or transmitted in any form or by any means, electronic or mechanical, including photocopy, recording, or any information storage and retrieval system, without permission in writing from the publisher. Notwithstanding, instructors are permitted to photocopy isolated articles for noncommercial classroom use without fee. (License No.: 10GA0019/12GB0052/13GB0056/17GB0034/18GB0034) |
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MI2008-130 |
Conference Information |
Committee |
MI |
Conference Date |
2009-01-19 - 2009-01-21 |
Place (in Japanese) |
(See Japanese page) |
Place (in English) |
National Taiwan University |
Topics (in Japanese) |
(See Japanese page) |
Topics (in English) |
Medical Imaging |
Paper Information |
Registration To |
MI |
Conference Code |
2009-01-MI |
Language |
English |
Title (in Japanese) |
(See Japanese page) |
Sub Title (in Japanese) |
(See Japanese page) |
Title (in English) |
Speeded Up Feature Extraction for CT Image Based on Integral Image Technique |
Sub Title (in English) |
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Keyword(1) |
texture feature |
Keyword(2) |
SGLDM |
Keyword(3) |
integral image |
Keyword(4) |
medical image |
Keyword(5) |
CT Image |
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1st Author's Name |
Shao-Hu Peng |
1st Author's Affiliation |
Inha University (Inha Univ.) |
2nd Author's Name |
Hyun-Soo Kim |
2nd Author's Affiliation |
Inha University (Inha Univ.) |
3rd Author's Name |
Deok-Hwan Kim |
3rd Author's Affiliation |
Inha University (Inha Univ.) |
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Speaker |
Author-3 |
Date Time |
2009-01-20 17:35:00 |
Presentation Time |
10 minutes |
Registration for |
MI |
Paper # |
MI2008-130 |
Volume (vol) |
vol.108 |
Number (no) |
no.385 |
Page |
pp.319-324 |
#Pages |
6 |
Date of Issue |
2009-01-12 (MI) |
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