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Paper Abstract and Keywords
Presentation 2018-02-15 13:45
A Note on Accuracy Improvement of Category Classification for Tourism Images in Image Sharing Services Using Deep Learning
Naoki Saito, Takahiro Ogawa (Hokkaido Univ.), Satoshi Asamizu (NIT, Kushiro College), Miki Haseyama (Hokkaido Univ.)
Abstract (in Japanese) (See Japanese page) 
(in English) This paper presents a category classification of tourism images in image sharing services. The proposed method obtains two kinds of classification results utilizing visual and location features calculated from tourism images in image sharing services. Then the proposed method selects a reliable classification result from above the classification results, and this reliable result is decided as a final classification result. On the other hand, if the above two kinds of classification results are not reliable, the final classification result in the proposed method is obtained by another classification approach. The proposed method enables accurate tourism category classification using suitable approach.
Keyword (in Japanese) (See Japanese page) 
(in English) Image sharing services / Tourism images / Tourism category classification / Confidence measure / / / /  
Reference Info. ITE Tech. Rep., vol. 42, no. 4, ME2018-14, pp. 161-165, Feb. 2018.
Paper # ME2018-14 
Date of Issue 2018-02-08 (MMS, HI, ME, AIT) 
ISSN Print edition: ISSN 1342-6893  Online edition: ISSN 2424-1970
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Conference Information
Committee IEICE-ITS IEICE-IE MMS HI ME AIT  
Conference Date 2018-02-15 - 2018-02-16 
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 2018-02-ITS-IE-MMS-HI-ME-AIT 
Language Japanese 
Title (in Japanese) (See Japanese page) 
Sub Title (in Japanese) (See Japanese page) 
Title (in English) A Note on Accuracy Improvement of Category Classification for Tourism Images in Image Sharing Services Using Deep Learning 
Sub Title (in English)  
Keyword(1) Image sharing services  
Keyword(2) Tourism images  
Keyword(3) Tourism category classification  
Keyword(4) Confidence measure  
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1st Author's Name Naoki Saito  
1st Author's Affiliation Hokkaido University (Hokkaido Univ.)
2nd Author's Name Takahiro Ogawa  
2nd Author's Affiliation Hokkaido University (Hokkaido Univ.)
3rd Author's Name Satoshi Asamizu  
3rd Author's Affiliation National Institute of Technology, Kushiro College (NIT, Kushiro College)
4th Author's Name Miki Haseyama  
4th Author's Affiliation Hokkaido University (Hokkaido Univ.)
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Speaker
Date Time 2018-02-15 13:45:00 
Presentation Time 15 
Registration for ME 
Paper # ITE-MMS2018-14,ITE-HI2018-14,ITE-ME2018-14,ITE-AIT2018-14 
Volume (vol) ITE-42 
Number (no) no.4 
Page pp.161-165 
#Pages ITE-5 
Date of Issue ITE-MMS-2018-02-08,ITE-HI-2018-02-08,ITE-ME-2018-02-08,ITE-AIT-2018-02-08 


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