Contents Science Lab

Nagoya University Graduate School of Informatics
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Kazuma Takahashi

Finished Master in AY2016

Main projects

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Food attractiveness measurements

In this research, we analyze the attractiveness of food images using image analysis, including gaze information to improve the results.

Recent publications

    Estimation of the attractiveness of food photography based on image features
    Kazuma Takahashi, Tatsumi Hattori, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IEICE Trans. on Information and Systems, vol.E102-D, no.8, pp.1590-1593, August 2019.
    A food image dataset tagged with attractiveness scores according to view-points (in Japanese)
    Ichiro Ide, Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    IEICE SIG Attractiveness Computing Inauguration Symposium, Chiba University, Nishi-Chiba Campus, September 2017.
    A food image dataset tagged with attractiveness scores according to view-points (in Japanese)
    Ichiro Ide, Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    Proc. 2017 Electric / Electronic / Information Engineering Related Society Tokai Sectors Joint Convention, Po1-25, Nagoya Univ., September 2017.
    Estimation of the attractiveness of food photography focusing on main ingredients
    Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    Proc. 9th Workshop on Cooking and Eating Activities (CEA2017) in conjunction with IJCAI2017, pp.1-6, RMIT Univ. (Melbourne, VIC, Australia), August 2017.
    TBA (in Japanese)
    Akinori Sato, Takatsugu Hirayama, Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IPSJ Tech. Rep. Computer Vision and Image Media, 2017-CVIM-207-36, Nagoya Univ., May 2017.
    Improvement of an attractiveness estimation method for food photos considering the appearance of main ingredients (in Japanese)
    Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IEICE Tech. Rep. Multimedia and Virtual Environment, MVE2016-60, Kyushu Univ. Ohashi Campus, March 2017.
    Accuracy improvement of food photo attractiveness estimation based on consideration of image features (in Japanese)
    Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IEICE Tech. Rep. Multimedia and Virtual Environment, MVE2016-12, Lake Shikotsu Marukoma Onsen, October 2016.
    TBA (in Japanese)
    Kazuma Takahashi, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    Meeting on Image Recognition and Understanding (MIRU) 2016, PS1-29, Act City Hamamatsu, August 2016.
    A study on estimating the attractiveness of food photography
    Kazuma Takahashi, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    Proc. First Int Workshop on Attractiveness Computing in Multimedia (ACM 2016) in conjunction with IEEE BigMM2016, pp.444-449, Howard Civil Service International House (Taipei, Taiwan), April 2016.
    A study on estimating the attractiveness of food photography composition (in Japanese)
    Kazuma Takahashi, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IEICE Tech. Rep. Multimedia and Virtual Environment, MVE2015-23, Otaru City Tourism Products Plaza, October 2015.
    A study on analyzing the attractiveness of food photos using image features (in Japanese)
    Kazuma Takahashi, Keisuke Doman, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    Virtual Reality Society of Japan, 16th Meeting of Special Interest Group on Odor, Taste, and Body Information, SBR2015-6, Becchinkan (Kumamoto), June 2015.
    TBA (in Japanese)
    Kazuma Takahashi, (Hiroshi Murase, Ichiro Ide, Daisuke Deguchi)
    2014 IEICE Tokai Sector Bachelor’s Theses Symposium, B3-3, Toyohashi Univ. of Tech., March 2015.


Last updated: 2021-05-13 11:06:07.772760759 +0900 JST m=+0.999413961.