| Presentation | 2021-03-04 Saliency Detection by Extended Attention and its Application to Image Synthesis Ryosuke Yamauchi, Masaki Aono, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, there has been much research on Style Transfer and Saliency Detection. Style Transfer is a task to synthesize an image that has both the object structure of the content image and the touch of the style image, while Saliency Detection is a task to extract the foreground from the image and separate it from the background. In this research, we focus on the two tasks of Style Transfer and Saliency Detection, and propose new methods based on the Extended Attention in Style Transfer and Saliency Detection, respectively. Comparative experiments of Style Transfer and Saliency Detection have been carried out. It turns out that our proposed methods outperform the conventional methods. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Deep Learning / Style Transfer / Saliency Detection / Attention |
| Paper # | PRMU2020-71 |
| Date of Issue | 2021-02-25 (PRMU) |
| Conference Information | |
| Committee | PRMU / IPSJ-CVIM |
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| Conference Date | 2021/3/4(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Online |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Computer Vision and Pattern Recognition for specific environment |
| Chair | Yoichi Sato(Univ. of Tokyo) |
| Vice Chair | Akisato Kimura(NTT) / Masakazu Iwamura(Osaka Pref. Univ.) |
| Secretary | Akisato Kimura(Mobility Technologies) / Masakazu Iwamura(Chubu Univ.) |
| Assistant | Takashi Shibata(NTT) / Masashi Nishiyama(Tottori Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Special Interest Group on Computer Vision and Image Media |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Saliency Detection by Extended Attention and its Application to Image Synthesis |
| Sub Title (in English) | |
| Keyword(1) | Deep Learning |
| Keyword(2) | Style Transfer |
| Keyword(3) | Saliency Detection |
| Keyword(4) | Attention |
| 1st Author's Name | Ryosuke Yamauchi |
| 1st Author's Affiliation | Toyohashi University of Technology(TUT) |
| 2nd Author's Name | Masaki Aono |
| 2nd Author's Affiliation | Toyohashi University of Technology(TUT) |
| Date | 2021-03-04 |
| Paper # | PRMU2020-71 |
| Volume (vol) | vol.120 |
| Number (no) | PRMU-409 |
| Page | pp.pp.13-18(PRMU), |
| #Pages | 6 |
| Date of Issue | 2021-02-25 (PRMU) |