Contents Science Lab

Nagoya University Graduate School of Informatics
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Dr. Keisuke Doman

Invited Associate Professor (Chukyo University)

E-Mail: kdoman ( a t ) sist.chukyo-u.ac.jp

Personal website: https://md.sist.chukyo-u.ac.jp/~doman/eindex.html

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.

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Food typicality analysis

In this research, we analyze the typicality of food images within a food category.

Recent publications

    Tell as you imagine: Sentence imageability-aware image captioning
    Kazuki Umemura, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    MultiMedia Modeling -27th Int. Conf., MMM2021, Prague, Czech Republic, June 22-24, 2021, Procs., Part II, Jakub Lokoč, Tomáš Skopal, Klaus Schoeffmann, Vasileios Mezaris, Xirong Li, Stefanos Vrochidis, Ioannis Patraseds., Lecture Notes in Computer Science, vol. 12573, pp.62-73, Prague, Czech Republic, To be published in June 2021.
    TBA (in Japanese)
    Mitsuaki Miyazaki, Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada
    Dynamic Image Processing for Real Application Workshop (DIA) 2021, no.OS5-1, March 2021.
    Imageability estimation using visual and language features
    Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    Proc ACM Int. Conf. on Multimedia Retrieval (ICMR) 2020, pp.306-310, Online, October 2020.
    A study on a coloring method for document overviews -Visualizing the document structure using word-color associations- (in Japanese)
    Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    IEICE Tech. Rep. Media Experience and Virtual Environment, MVE2020-17, Online, September 2020.
    TBA (in Japanese)
    Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    Meeting on Image Recognition and Understanding (MIRU) 2020, no.IS3-2-1, Online, August 2020.
    A study on image captioning considering its imageability (in Japanese)
    Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    IEICE Tech. Rep. Media Experience and Virtual Environment, MVE2019-69; MVE Award, Online, March 2020.
    TBA (in Japanese)
    Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    26th ANLP Annual Meeting, no.P1-12; pp.45-48, Online, March 2020.
    Typicality evaluation of food-type specific presentation (in Japanese)
    Masamu Nakamura, Yasutomo Kawanishi, Keisuke Doman, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IEICE Tech. Rep. Media Experience and Virtual Environment, MVE2019-70, Online, March 2020.
    More-natural mimetic words generation for fine-grained gait description
    Hirotaka Kato, Takatsugu Hirayama, Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase
    MultiMedia Modeling -26th Int. Conf., MMM 2020, Daejeon, South Korea, Jan. 5-8, 2020, Procs., Part II, W.-H. Cheng, J. Kim, W.-T. Chu, P. Cui, J.-W. Choi, M.-C. Hu, W. De Neve eds., Lecture Notes in Computer Science, vol.11962, pp.214-225, Daejeon Convention Center(大韓民国大田広域市), January 2020.
    TBA (in Japanese)
    Mitsuaki Miyazaki, Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada
    Seventeenth Workshop on Informatics (WiNF2019), no.P139, Chukyo Univ., Nagoya Campus, November 2019.
    TBA (in Japanese)
    Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi,Ichiro Ide, Yoshito Mekada
    Seventeenth Workshop on Informatics (WiNF2019), no.C4, Chukyo Univ., Nagoya Campus, November 2019.
    TBA (in Japanese)
    Yoshiaki Aoyama, Keisuke Doman, Ichiro Ide, Yoshito Mekada, Yasuro Abe
    Seventeenth Workshop on Informatics (WiNF2019), no.P138, Chukyo Univ., Nagoya Campus, November 2019.
    [Invited Paper] Similar seasonal-geo-region mining based on Visual Concepts in social media photos
    Yasutomo Kawanishi, Ichiro Ide, Lu Chen, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi and Hiroshi Murase
    Proc. 5th IEEE Int. Conf. on Multimedia Big Data (BigMM2019), no.4A-2; pp.86-93, National University of Singapore Society (NUSS) Kent Ridge Guild House (Singapore), September 2019.
    A study on estimating the attractiveness of food photos based on a fixation distribution during preference experiments (in Japanese)
    Mitsuaki Miyazaki, Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama,Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada
    2019 Electric / Electronic / Information Engineering Related Society Tokai Sectors Joint Convention, no.B1-4, Daido Univ., September 2019.
    A study on a data augmentation framework for accurate food attractiveness estimation
    Tatsumi Hattori, Keisuke Doman, Ichiro Ide, Yoshito Mekada
    IEICE SIG Attractiveness Computing Symposium 2019, NagoyaUniv., Higashiyama campus, August 2019.
    Area attribute estimation of cooking recipes based on three learning fetaures (in Japanese)
    Yoichiro Ito, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IEICE SIG Attractiveness Computing Symposium 2019, NagoyaUniv., Higashiyama campus, August 2019.
    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.
    Quantization and evaluation of the attractiveness of food photos (in Japanese)
    Keisuke Doman, Ichiro Ide
    IEICE SIG Attractiveness Computing Symposium 2019, Nagoya University, Higashiyama Campus, August 2019.
    Typicality analysis of a food within a food category based on its appearance (in Japanese)
    Masamu Nakamura, Yasutomo Kawanishi, Keisuke Doman, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IEICE SIG Attractiveness Computing Symposium 2019, NagoyaUniv., Higashiyama campus, August 2019.
    Application of data augmentation for accurate attractiveness estimation for food photography
    Tatsumi Hattori, Keisuke Doman, Ichiro Ide, Yoshito Mekada
    Proc. 11th Workshop on Cooking and Eating Activities (CEA2019) in conjunction with ACM ICMR2019, pp.33-40, Univ. of Ottawa (Ottawa, ON, Canada), June 2019.
    Multimedia research in Nagoya University and Chukyo University
    Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi
    Japan-Taiwan Joint Workshop on Multimedia and HCI, National Cheng-Kung University (Tainan, Taiwan), April 2019.
    Summarization of multiple news videos considering the consistency of audio-visual contents
    Ye Zhang, Ryunosuke Tanishige, Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase
    Int. J. of Semantic Computing, vol.13 no.1, pp.135-155, World Scientific, March 2019.
    TBA (in Japanese)
    Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    Proc. 25th ANLP Annual Meeting, no.A4-9; pp.755-758, Nagoya Univ, March 2019.
    TBA (in Japanese)
    Lu Chen, Yasutomo Kawanishi, Ichiro Ide, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    11th Forum on Data Engineering and Information Management (DEIM2019), no.F1-3; Student Presentation Award, Hotel Okura JR Huis Ten Bosch (Sasebo, Nagasaki), March 2019.
    TBA (in Japanese)
    Tatsumi Hattori, Keisuke Doman, Ichiro Ide, Yoshito Mekada
    Proc. Dynamic Image Processing for Real Application Workshop (DIA) 2019, no.IS1-22; pp.146-151, Kita-Kyushu Int. Conf. Center, March 2019.
    TBA (in Japanese)
    Yoichiro Ito, Keisuke Doman, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    11th Forum on Data Engineering and Information Management (DEIM2019), no.F2-4, Hotel Okura JR Huis Ten Bosch (Sasebo, Nagasaki), March 2019.
    A study on region-of-interest estimation from a pictorial biography toward digital support of Etoki (in Japanese)
    Yasuhiro Takemura, Hiroki Usui, Keisuke Doman, Ichiro Ide, Yoshito Mekada, Yasuro Abe
    HCG Symposium 2018, no.HCS2018-I-2-2, Symphonia Technology Hibiki Hall Ise, December 2018.
    Gaze-inspired learning for estimating the attractiveness of a food photo
    Akinori Sato, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    Proc. 20th IEEE Int. Symposium on Multimedia (ISM2018), pp.36-43, The Splendor Hotel Taichung (Taichung, Taiwan), December 2018.
    A study on similar geo-region mining based on spatio-temporal clustering of social media photos (in Japanese)
    Lu Chen, Yasutomo Kawanishi, Ichiro Ide, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    IEICE Tech. Rep. Media Experience and Virtual Environment, MVE2018-34, Hokkaido Univ., Sapporo campus, October 2018.
    Attractiveness estiamtionn method of food photos using gaze information (in Japanese)
    Akinori Sato, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
    IEICE SIG Attractiveness Computing Symposium 2018, Osaka Inst. of Tech., Umeda campus, September 2018.


Last updated: 2021-05-13 11:06:07.77941596 +0900 JST m=+1.006069152.