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

    Imageability- and Length-Controllable Image Captioning
    Marc A. Kastner, Kazuki Umemura, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase, Shin’Ichi Satoh
    IEEE Access, Vol.9, pp.162951-162961, November 2021.
    Imageability- and Length-Controllable Image Captioning
    Marc A. Kastner, Kazuki Umemura, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase, Shin’Ichi Satoh
    IEEE Access, Vol.9, pp.162951-162961, November 2021.
    Imageability- and length-controllable image captioning
    Marc A. Kastner, Kazuki Umemura, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase, Shin'ichi Satoh
    IEEE Access, November 2021.
    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
    27th Int. Conf. on Multimedia Modeling (MMM2021), Vol.2, pp.62-73, June 2021.
    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, June 2021.
    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
    Lecture Notes in Computer Science, Vol.12573, p.62–73, January 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, 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, March 2020.
    Estimating the Imageability of a sentence for image caption evaluation
    Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    Japan-Taiwan Joint Workshop on Multimedia and HCI, April 2019.
    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, 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, March 2019.

Last updated: 2024-10-10 00:31:46.681002727 +0000 UTC m=+1.047222386.