Contents Science Lab

Nagoya University Graduate School of Informatics

News

    November 10, 2020: Our work on Imageability estimation using visual and language features by C. Matsuhira et al. got presented at ICMR2020.

    October 16, 2020: Our work on sentence imageability-aware image captioning by K. Umemura et al. got accepted by MMM2021.

    April 1, 2020: Contents Science Lab was established.

Recent projects

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    Book page colorization based on perception

    In this research, we colorize pages of books according to human perception in order to summarize and compare book contents.

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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.

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    Imageability estimation

    In this research, we model the human perception of the semantic gap for use in affective computing.

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    Mimetic words

    In this research, we analyze the phonetic characteristics and human perception of mimetic words used in Japanese to describe human gait.

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Recent publications

    LFIR2Pose: Pose estimation from an extremely low-resolution FIR image sequence. Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa. 27th IAPR Int. Conf. on Pattern Recognition (ICPR2020), Online, To be published in January 2021.

    Median-shape representation learning for category-level object pose estimation in cluttered environments. Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Ayako Amma. 27th IAPR Int. Conf. on Pattern Recognition (ICPR2020), Online, To be published in January 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), Prague, Czech Republic, To be published in January 2021.

    Ω-GAN: Object manifold embedding GAN for image generation by disentangling parameters into pose and shape manifolds. Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase. 27th IAPR Int. Conf. on Pattern Recognition (ICPR2020), Online, To be published in January 2021.

    Towards the deployment of data science education for freshmen at Nagoya University (in Japanese). Ichiro Ide. Mathematical and Data Science Education Reinforcement-Base Consortium Chubu / Tokai block workshop, Shiga Univ, November 2020.

    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.

    Modeling eye-gaze behavior of electric wheelchair drivers via inverse reinforcement learning. Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase. Proc. 23rd IEEE International Conference on Intelligent Transportation Systems (ITSC2020), no.MoAT5.4, pp.158-164, 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.

    TBA (in Japanese). Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidenori Nagano, Kunio Kashino. Meeting on Image Recognition and Understanding (MIRU) 2020, no.IS3-2-32, Online, August 2020.

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Last updated: 2020-11-27 13:48:05.73696325 +0900 JST m=+1.034649623.