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

    [Keynote Talk] Tailoring applications to users through multi-modal understanding. Ichiro Ide. 1st Int. Workshop on Multimodal Understanding for the Web and Social Media (MUWS2022) in conjunction with ACM TheWebConf2022, Online, April 2022.

    SfM-student: Semantic scgmentation of train front-view images with SfM data augmentation (In Japanese). Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukojima, Nozomi Nagamine. IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, vol.E105-A, no.4, pp.48-57, April 2022.

    Special issue on "The Eighth International Symposium on Information and Communication Technology -SoICT 2017". Ichiro Ide, Huynh Thi Thanh Binh. Journal of Heuristics, vol.28, no.2, pp.147-148, April 2022.

    A study on multi-task learning for the attractiveness estimation of food photography (in Japanese). Mitsuaki Miyazaki, Keisuke Doman, Ichiro Ide, Yoshito Mekada. IEICE Tech. Rep. Media Experience and Virtual Environment, MVE2021-97, Online, March 2022.

    Safety margin prediction for pedestrians using risk potential function considering pedestrian attributes and driver skill (in Japanese). Yamato Maekawa, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Hailong Liu, Ichiro Ide, Hiroshi Murase. IEICE Trans. on Fundamentals, vol.J105-A, no.3, pp.38-42, March 2022.

    Towards detecting birds from panorama video aided by Sound Source Localization. Baidong Chu, Chihaya Matsuhira, Yasutomo Kawanishi, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide, Daisuke Deguchi. IEICE Tech. Rep. Media Experience and Virtual Environment, MVE2021-50, Online, March 2022.

    Active learning for human pose estimation based on temporal pose continuity. Taro Mori, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Tetsuo Inoshita. 2022 Int. Workshop on Advanced Image Technology (IWAIT), no.6B1, The Hong Kong Polytechnic University (Hong Kong, SAR, China) / Online, January 2022.

    TBA (in Japanese). Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Kunio Kashino. IEICE Tech. Rep. Pattern Recognition and Media Understanding, PRMU2021-46, Online, December 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.

    Results and future of mathematical, data science, and AI education in THERS. Ichiro Ide, Motonori Shiga. Tokai Digital Human Resource Forum 2021 -Towards the Raising of Regional DX Human Resource, Online, November 2021.

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Last updated: 2024-03-07 02:25:19.558191778 +0000 UTC m=+0.526895772.