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Paper Abstract and Keywords
Presentation 2009-01-20 14:30
[Poster Presentation] A robust method of feature extraction from noised endoscopic images
Jangseok Oh, Hochul Kim, Seokyoon Choi, Kwanghee Choi, Seunghan Ha, Onseok Lee, Ming Sun, Mingi Kim (Korea Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) One of the main problems in multi-view geometry is determining an effective method of feature extraction to locate corresponding points between successive frames. Finding the corresponding points is important in order to satisfy the epipolar geometry between the successive frames. Although the ROBPCA-SIFT method can be used in noised endoscopic images, it cannot be applied to endoscopic images with excessive noise because the method introduces unacceptable error which exceeds the criterion. An ICA-based denoising method such as preprocessing should therefore be applied. Experimental results show that the ROBPCA-SIFT method with the ICA-based denoising algorithm applied as a preprocessing step is reliable and has good performance for feature extraction from endoscopic images with excessive noise.
Keyword (in Japanese) (See Japanese page) 
(in English) feature extraction / SIFT / ROBPCA / ICA / SCS / endoscopic image / /  
Reference Info. IEICE Tech. Rep., vol. 108, no. 385, MI2008-149, pp. 411-416, Jan. 2009.
Paper # MI2008-149 
Date of Issue 2009-01-12 (MI) 
ISSN Print edition: ISSN 0913-5685  Online edition: ISSN 2432-6380

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) A robust method of feature extraction from noised endoscopic images 
Sub Title (in English)  
Keyword(1) feature extraction  
Keyword(2) SIFT  
Keyword(3) ROBPCA  
Keyword(4) ICA  
Keyword(5) SCS  
Keyword(6) endoscopic image  
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Keyword(8)  
1st Author's Name Jangseok Oh  
1st Author's Affiliation Korea University (Korea Univ.)
2nd Author's Name Hochul Kim  
2nd Author's Affiliation Korea University (Korea Univ.)
3rd Author's Name Seokyoon Choi  
3rd Author's Affiliation Korea University (Korea Univ.)
4th Author's Name Kwanghee Choi  
4th Author's Affiliation Korea University (Korea Univ.)
5th Author's Name Seunghan Ha  
5th Author's Affiliation Korea University (Korea Univ.)
6th Author's Name Onseok Lee  
6th Author's Affiliation Korea University (Korea Univ.)
7th Author's Name Ming Sun  
7th Author's Affiliation Korea University (Korea Univ.)
8th Author's Name Mingi Kim  
8th Author's Affiliation Korea University (Korea Univ.)
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Speaker
Date Time 2009-01-20 14:30:00 
Presentation Time 210 
Registration for MI 
Paper # IEICE-MI2008-149 
Volume (vol) IEICE-108 
Number (no) no.385 
Page pp.411-416 
#Pages IEICE-6 
Date of Issue IEICE-MI-2009-01-12 


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