| Presentation | 2018-02-16 Objective Feedback Generation on Presentation Slide Design using CNN Shinji Oyama, Toshihiko Yamasaki, Kiyoharu Aizawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | Presentation slides are an effective way to deliver information in various fields. It has become easier to create slides due to the advancement of presentation software such as PowerPoint. However, it is still difficult for novices to design slides that are easy to understand as few slide evaluation methods exist, and we cannot objectively judge the quality of our slides. In this paper, new slide dataset is constructed by collecting 1,000 slides and giving clarity evaluation using ranking method. In addition, we generate clarity score and heat map which shows areas to be improved as objective feedback by learning the clarity of the slide design using a convolutional neural network. We conducted a user study and confirmed the effectiveness and problems of support for slide improvement by score and heat map. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | slides / dataset / impression prediction / convolutional neural network / user study |
| Paper # | ITS2017-77,IE2017-109 |
| Date of Issue | 2018-02-08 (ITS, IE) |
| Conference Information | |
| Committee | ITS / IE / ITE-MMS / ITE-HI / ITE-ME / ITE-AIT |
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| Conference Date | 2018/2/15(2days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Hokkaido Univ. |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Image Processing, etc. |
| Chair | Takayoshi Yokota(Tottori Univ.) / Takayuki Hamamoto(Tokyo Univ. of Science) / Norihiko Ishii(NHK) / Masayuki Sato(Univ. of Kitakyushu) / Miki Haseyama(Hokkaido Univ.) / Nobuhiko Mukai(Tokyo Cisy Univ.) |
| Vice Chair | Masahiro Fujii(Utsunomiya Univ.) / Tomotaka Wada(Kansai Univ.) / Kazuya Kodama(NII) / Hideaki Kimata(NTT) / / / Norio Tagawa(Tokyo Metropolitan Univ.) / Hisaki Nate(Tokyo Polytechnic Univ.) |
| Secretary | Masahiro Fujii(Meiji Univ.) / Tomotaka Wada(Saitama Univ.) / Kazuya Kodama(Nagoya Univ.) / Hideaki Kimata(KDDI Research) / (NHK) / (NTT) / Norio Tagawa(NHK) / Hisaki Nate(NHK) |
| Assistant | Msataka Imao(ME) / Yanlei Gu(Univ. of Tokyo) / Kenshi Saho(Toyama Prefectural Univ.) / Kouichiro Hashiura(Akita Prefectural Univ.) / Yasutaka Matsuo(NHK) / Kazuya Hayase(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Intelligent Transport Systems Technology / Technical Committee on Image Engineering / Technical Group on Multi-media Storage / Technical Group on Human Inormation / Technical Group on Media Engineering / Technical Group on Artistic Image Technology |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | Objective Feedback Generation on Presentation Slide Design using CNN |
| Sub Title (in English) | |
| Keyword(1) | slides |
| Keyword(2) | dataset |
| Keyword(3) | impression prediction |
| Keyword(4) | convolutional neural network |
| Keyword(5) | user study |
| 1st Author's Name | Shinji Oyama |
| 1st Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 2nd Author's Name | Toshihiko Yamasaki |
| 2nd Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| 3rd Author's Name | Kiyoharu Aizawa |
| 3rd Author's Affiliation | The University of Tokyo(Univ. of Tokyo) |
| Date | 2018-02-16 |
| Paper # | ITS2017-77,IE2017-109 |
| Volume (vol) | vol.117 |
| Number (no) | ITS-431,IE-432 |
| Page | pp.pp.223-228(ITS), pp.223-228(IE), |
| #Pages | 6 |
| Date of Issue | 2018-02-08 (ITS, IE) |