| Presentation | 2018-03-09 Similar Geo-Region Mining based on Visual Concepts in Photos from Social Media Hiroki Takimoto, Yasutomo Kawanishi, Ichiro Ide, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | It would be useful for travelers if we can recommend destinations based on similar or different points from places well-known to them. To provide such supports, we have been studying a method for detecting similar geo-regions based on visual concepts in photos from social media. In this paper, at first, we report the result of detecting similar geo-regions by applying the proposed method to the YFCC100M dataset which contains about 100 millions photos on Flickr. Secondly, we also report the result of evaluating the effectiveness of the proposed method by comparing similarities between geo-regions calculated by the proposed method and ones obtained by a subject experiment. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | Travel / SNS / geo-region similarity |
| Paper # | IMQ2017-58,IE2017-150,MVE2017-100 |
| Date of Issue | 2018-03-01 (IMQ, IE, MVE) |
| Conference Information | |
| Committee | CQ / MVE / IE / IMQ |
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| Conference Date | 2018/3/8(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Industry Support Center |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Five Senses Media, Cooking and Eating Activities Media, Multimedia, Media Experience, Video Encoding, Image Media Quality, Network Quality and Reliability, etc. (Co-sponsor: Technical Committee on Multimedia on Cooking and Eating Activities (CEA)) |
| Chair | Takanori Hayashi(Hiroshima Inst. of Tech.) / Yoshinari Kameda(Univ. of Tsukuba) / Takayuki Hamamoto(Tokyo Univ. of Science) / Kenji Sugiyama(Seikei Univ.) |
| Vice Chair | Hideyuki Shimonishi(NEC) / Jun Okamoto(NTT) / Kenji Mase(Nagoya Univ.) / Kazuya Kodama(NII) / Hideaki Kimata(NTT) / Toshiya Nakaguchi(Chiba Univ.) / Mitsuru Maeda(Canon) |
| Secretary | Hideyuki Shimonishi(NTT) / Jun Okamoto(Keio Univ.) / Kenji Mase(Kyoto Univ.) / Kazuya Kodama(NTT) / Hideaki Kimata(Kyushu Univ.) / Toshiya Nakaguchi(Nagoya Univ.) / Mitsuru Maeda(KDDI Research) |
| Assistant | Kenko Ota(Nippon Inst. of Tech.) / Norihiro Fukumoto(KDDI Research Inc.) / Ryo Yamamoto(UEC) / Takatsugu Hirayama(Nagoya Univ.) / Ryosuke Aoki(NTT) / Yasutaka Matsuo(NHK) / Kazuya Hayase(NTT) / Masaru Tsuchida(NTT) / Gosuke Ohashi(Shizuoka Univ.) |
| Paper Information | |
| Registration To | Technical Committee on Communication Quality / Technical Committee on Media Experience and Virtual Environment / Technical Committee on Image Engineering / Technical Committee on Image Media Quality |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Similar Geo-Region Mining based on Visual Concepts in Photos from Social Media |
| Sub Title (in English) | |
| Keyword(1) | Travel |
| Keyword(2) | SNS |
| Keyword(3) | geo-region similarity |
| 1st Author's Name | Hiroki Takimoto |
| 1st Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 2nd Author's Name | Yasutomo Kawanishi |
| 2nd Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 3rd Author's Name | Ichiro Ide |
| 3rd Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 4th Author's Name | Takatsugu Hirayama |
| 4th Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 5th Author's Name | Keisuke Doman |
| 5th Author's Affiliation | Chukyo University(Chukyo Univ.) |
| 6th Author's Name | Daisuke Deguchi |
| 6th Author's Affiliation | Nagoya University(Nagoya Univ.) |
| 7th Author's Name | Hiroshi Murase |
| 7th Author's Affiliation | Nagoya University(Nagoya Univ.) |
| Date | 2018-03-09 |
| Paper # | IMQ2017-58,IE2017-150,MVE2017-100 |
| Volume (vol) | vol.117 |
| Number (no) | IMQ-483,IE-484,MVE-485 |
| Page | pp.pp.183-188(IMQ), pp.183-188(IE), pp.183-188(MVE), |
| #Pages | 6 |
| Date of Issue | 2018-03-01 (IMQ, IE, MVE) |