Contents Science Lab

Nagoya University Graduate School of Informatics
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Kazuki Umemura

Finished Master in AY2020

E-Mail: umemurak ( a t ) murase.is.i.nagoya-u.ac.jp

Main projects

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Image captioning considering imageability

In this research, we incorporate psycholinguistics into image captioning in order to tailor captions to different applications.

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)
    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.
    Estimating the imageability of a sentence for image caption evaluation
    Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase
    Japan-Taiwan Joint Workshop on Multimedia and HCI, National Cheng-Kung University (Tainan, Taiwan), April 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.


Last updated: 2021-05-13 11:06:07.742232689 +0900 JST m=+0.968885881.