| Paper Abstract and Keywords |
| Presentation |
2018-02-24 13:45
A Method for Automatic Classification of Photography Composition to Select Scenery Photos worth Storing
Yuchen Yang, Masaaki Fujiyoshi, Yasufumi Takama (okyo Metro. Univ.) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
People take a bunch of photographs everyday with the widespread of digital cameras and smartphones, but they have difficulties in choosing photos worth storing and uploading to social networking services. To overcome this problem, methods to automatically evaluate the attractiveness of a photograph by using features such as color and composition have been investigated. Whereas methods for portraits have been studied and developed well, there are problems that the accuracy of automatic estimation of composition is not enough for landscape photographs. Therefore, this paper proposes a method to classify the composition of scenery photographs among six particular compositions based on AKAZE-based feature points and Hough transformation-based detected lines. Performance evaluation with actual scenery photographs shows that the proposed method improves the accuracy of composition estimation than the conventional method using saliency and other features. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Composition / Landscape photos / Feature points / / / / / |
| Reference Info. |
ITE Tech. Rep., vol. 42, no. 6, ME2018-64, pp. 77-80, Feb. 2018. |
| Paper # |
ME2018-64 |
| Date of Issue |
2018-02-17 (ME) |
| ISSN |
Print edition: ISSN 1342-6893 Online edition: ISSN 2424-1970 |
| Notes on Review |
This article is a technical report without peer review, and its polished version will be published elsewhere. |
| Download PDF |
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| Conference Information |
| Committee |
ME |
| Conference Date |
2018-02-24 - 2018-02-24 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Kanto Gakuin Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
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| Paper Information |
| Registration To |
ME |
| Conference Code |
2018-02-ME |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
A Method for Automatic Classification of Photography Composition to Select Scenery Photos worth Storing |
| Sub Title (in English) |
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| Keyword(1) |
Composition |
| Keyword(2) |
Landscape photos |
| Keyword(3) |
Feature points |
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| 1st Author's Name |
Yuchen Yang |
| 1st Author's Affiliation |
okyo Metropolitan University (okyo Metro. Univ.) |
| 2nd Author's Name |
Masaaki Fujiyoshi |
| 2nd Author's Affiliation |
okyo Metropolitan University (okyo Metro. Univ.) |
| 3rd Author's Name |
Yasufumi Takama |
| 3rd Author's Affiliation |
okyo Metropolitan University (okyo Metro. Univ.) |
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| Speaker |
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| Date Time |
2018-02-24 13:45:00 |
| Presentation Time |
15 minutes |
| Registration for |
ME |
| Paper # |
ME2018-64 |
| Volume (vol) |
vol.42 |
| Number (no) |
no.6 |
| Page |
pp.77-80 |
| #Pages |
4 |
| Date of Issue |
2018-02-17 (ME) |