| Paper Abstract and Keywords |
| Presentation |
2017-02-20 13:15
A Note on Selection of Representative Images for Deterioration Diagnosis of Steel Tower
Ren Togo, Sho Takahashi, Takahiro Ogawa, Miki Haseyama (Hokkaido Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
This paper presents an automatic selection method of representative images for deterioration diagnosis of steel towers. Although representative images have been used in deterioration diagnosis for reducing variations in diagnostic results, these images have been selected manually by experienced inspectors. Thus, it is desired that representative images will be selected automatically and updated adaptively. We propose the automatic representative image selection method employing a Machine learning in this paper. Furthermore, we examine the effect of representative images selected by our method through the experiment. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Steel tower / Deterioration diagnosis / Representative image / Support vector machine / Hyperplane / / / |
| Reference Info. |
ITE Tech. Rep., vol. 41, no. 5, ME2017-29, pp. 47-50, Feb. 2017. |
| Paper # |
ME2017-29 |
| Date of Issue |
2017-02-13 (MMS, CE, HI, ME, AIT) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Download PDF |
|
| Conference Information |
| Committee |
CE MMS AIT HI ME IEICE-ITS IEICE-IE |
| Conference Date |
2017-02-20 - 2017-02-21 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Hokkaido Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Image Processing, etc. |
| Paper Information |
| Registration To |
ME |
| Conference Code |
2017-02-CE-MMS-AIT-HI-ME-ITS-IE |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Note on Selection of Representative Images for Deterioration Diagnosis of Steel Tower |
| Sub Title (in English) |
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| Keyword(1) |
Steel tower |
| Keyword(2) |
Deterioration diagnosis |
| Keyword(3) |
Representative image |
| Keyword(4) |
Support vector machine |
| Keyword(5) |
Hyperplane |
| Keyword(6) |
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| Keyword(7) |
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| Keyword(8) |
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| 1st Author's Name |
Ren Togo |
| 1st Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 2nd Author's Name |
Sho Takahashi |
| 2nd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 3rd Author's Name |
Takahiro Ogawa |
| 3rd Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
| 4th Author's Name |
Miki Haseyama |
| 4th Author's Affiliation |
Hokkaido University (Hokkaido Univ.) |
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| Speaker |
Author-1 |
| Date Time |
2017-02-20 13:15:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
MMS2017-5, CE2017-5, HI2017-5, ME2017-29, AIT2017-5 |
| Volume (vol) |
vol.41 |
| Number (no) |
no.5 |
| Page |
pp.47-50 |
| #Pages |
4 |
| Date of Issue |
2017-02-13 (MMS, CE, HI, ME, AIT) |