| Presentation | 2018-03-18 Saliency Map Estimation for Omni-Directional Image Considering Prior Distribution Tatsuya Suzuki, Takao Yamanaka, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | In recent years, the Deep Learning techniques have been applied to the estimation of saliency maps, which represent probability density functions of fixations when people look at the images. Although the methods of saliency-map estimation have been actively studied for planar images, the methods for omni-directional images to be utilized in virtual environments had not been proposed, until a competition of saliency-map estimation for the omni-directional images was held in ICME2017. In this paper, novel methods for estimating saliency maps for the omni-directional images are proposed considering the properties of prior distributions for fixations in the planar images and the omni-directional images. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Omni-directional image / Saliency map / Deep Learning |
| Paper # | BioX2017-50,PRMU2017-186 |
| Date of Issue | 2018-03-11 (BioX, PRMU) |
| Conference Information | |
| Committee | PRMU / BioX |
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| Conference Date | 2018/3/18(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | |
| Chair | Shinichi Sato(NII) / Kazuhiko Sumi(AGU) |
| Vice Chair | Hironobu Fujiyoshi(Chubu Univ.) / Yoshihisa Ijiri(Omron) / Hiroshi Takano(Toyama Pref. Univ.) / Hitoshi Imaoka(NEC) |
| Secretary | Hironobu Fujiyoshi(AIST) / Yoshihisa Ijiri(NAIST) / Hiroshi Takano(Shizuoka Univ.) / Hitoshi Imaoka(Fujitsu Labs.) |
| Assistant | Masato Ishii(NEC) / Yusuke Sugano(Osaka Univ.) / Masatsugu Ichino(Univ. of Electro-Comm.) / Naoyuki Takada(Secom) / Norihiro Okui(KDDI Research) |
| Paper Information | |
| Registration To | Technical Committee on Pattern Recognition and Media Understanding / Technical Committee on Biometrics |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Saliency Map Estimation for Omni-Directional Image Considering Prior Distribution |
| Sub Title (in English) | |
| Keyword(1) | Omni-directional image |
| Keyword(2) | Saliency map |
| Keyword(3) | Deep Learning |
| 1st Author's Name | Tatsuya Suzuki |
| 1st Author's Affiliation | Sophia University(Sophia Univ.) |
| 2nd Author's Name | Takao Yamanaka |
| 2nd Author's Affiliation | Sophia University(Sophia Univ.) |
| Date | 2018-03-18 |
| Paper # | BioX2017-50,PRMU2017-186 |
| Volume (vol) | vol.117 |
| Number (no) | BioX-513,PRMU-514 |
| Page | pp.pp.85-90(BioX), pp.85-90(PRMU), |
| #Pages | 6 |
| Date of Issue | 2018-03-11 (BioX, PRMU) |