| Presentation | 2014-10-09 A study on the reference image selection for the removal of moving objects from frontal in-vehicle camera videos Toru KOTSUKA, Daisuke DEGUCHI, Ichiro IDE, Hiroshi MURASE, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the demand for a street-view image database combining street-view images and their location information is increasing. When using such a street-view image database for various applications, privacy violation is one of the biggest problems because street-view images may contain moving objects, such as pedestrian and vehicle. To solve this problem, this paper proposes a method for moving objects removal from a street-view image by integration of frontal in-vehicle camera videos captured along the same route. Although image registration plays an important role to integrate such videos, it is difficult to align images correctly if reference image contains moving objects. Therefore, alignment of moving object regions needs to be done by combining it with the image registration of it surrounding regions. However, if the moving object region is large, appropriate alignment is difficult. To overcome this problem, we propose a method of reference image selection using the accuracy of the registration and the extraction of scenery candidate regions. Experimental results showed the proposed method could reduce deterioration of visual image quality in comparison with conventional methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | In-vehicle camera / removal of moving objects / reference image selection |
| Paper # | PRMU2014-54 |
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| Conference Information | |
| Committee | PRMU |
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| Conference Date | 2014/10/2(1days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
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| Paper Information | |
| Registration To | Pattern Recognition and Media Understanding (PRMU) |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A study on the reference image selection for the removal of moving objects from frontal in-vehicle camera videos |
| Sub Title (in English) | |
| Keyword(1) | In-vehicle camera |
| Keyword(2) | removal of moving objects |
| Keyword(3) | reference image selection |
| 1st Author's Name | Toru KOTSUKA |
| 1st Author's Affiliation | Graduate School of Information Science, Nagoya University() |
| 2nd Author's Name | Daisuke DEGUCHI |
| 2nd Author's Affiliation | Information and Communications Headquarters, Nagoya University |
| 3rd Author's Name | Ichiro IDE |
| 3rd Author's Affiliation | Graduate School of Information Science, Nagoya University |
| 4th Author's Name | Hiroshi MURASE |
| 4th Author's Affiliation | Graduate School of Information Science, Nagoya University |
| Date | 2014-10-09 |
| Paper # | PRMU2014-54 |
| Volume (vol) | vol.114 |
| Number (no) | 230 |
| Page | pp.pp.- |
| #Pages | 6 |
| Date of Issue | |