| Presentation | 2016-07-06 A model of human color vision for visibility prediction of color scheme Takuya Yoshioka, Yoshihisa Shinozawa, |
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| PDF Download Page |  PDF download Page Link |
| Abstract(in Japanese) | (See Japanese page) |
| Abstract(in English) | We propose a model of human color vision for predicting the visibility of color schemes. We improve the multi-stage color model to predict the visibility of the images. The multi-stage color model is a human color vision, which is composed of some response stages. Our model is constructed as the multi-layer neural networks. We collected data on the visibility of color scheme with paired comparison tests and evaluated our proposed model. The results of the experiments suggest that our proposed model can be used to predict the visibility of color schemes. |
| Keyword(in Japanese) | (See Japanese page) |
| Keyword(in English) | human color vision / Multi-Stage Color Model / color scheme / visibility prediction |
| Paper # | NC2016-12 |
| Date of Issue | 2016-06-28 (NC) |
| Conference Information | |
| Committee | NC / IPSJ-BIO / IBISML / IPSJ-MPS |
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| Conference Date | 2016/7/4(3days) |
| Place (in Japanese) | (See Japanese page) |
| Place (in English) | Okinawa Institute of Science and Technology |
| Topics (in Japanese) | (See Japanese page) |
| Topics (in English) | Machine Learning Approach to Biodata Mining, and General |
| Chair | Shigeo Sato(Tohoku Univ.) / / Kenji Fukumizu(ISM) |
| Vice Chair | Masafumi Hagiwara(Keio Univ.) / / Masashi Sugiyama(Univ. of Tokyo) / Hisashi Kashima(Kyoto Univ.) |
| Secretary | Masafumi Hagiwara(Kyoto Sangyo Univ.) / (Tokyo Inst. of Tech.) / Masashi Sugiyama / Hisashi Kashima(Univ. of Tokyo) / (Nagoya Inst. of Tech.) |
| Assistant | Hisanao Akima(Tohoku Univ.) / Yoshihisa Shinozawa(Keio Univ.) / / Toshihiro Kamishima(AIST) / Tomoharu Iwata(NTT) |
| Paper Information | |
| Registration To | Technical Committee on Neurocomputing / Special Interest Group on Bioinformatics and Genomics / Technical Committee on Infomation-Based Induction Sciences and Machine Learning / Special Interest Group on Mathematical Modeling and Problem Solving |
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| Language | JPN |
| Title (in Japanese) | (See Japanese page) |
| Sub Title (in Japanese) | (See Japanese page) |
| Title (in English) | A model of human color vision for visibility prediction of color scheme |
| Sub Title (in English) | |
| Keyword(1) | human color vision |
| Keyword(2) | Multi-Stage Color Model |
| Keyword(3) | color scheme |
| Keyword(4) | visibility prediction |
| 1st Author's Name | Takuya Yoshioka |
| 1st Author's Affiliation | Keio University(Keio Univ.) |
| 2nd Author's Name | Yoshihisa Shinozawa |
| 2nd Author's Affiliation | Keio University(Keio Univ.) |
| Date | 2016-07-06 |
| Paper # | NC2016-12 |
| Volume (vol) | vol.116 |
| Number (no) | NC-120 |
| Page | pp.pp.211-216(NC), |
| #Pages | 6 |
| Date of Issue | 2016-06-28 (NC) |