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名古屋大学大学院情報学研究科
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カストナー マーク アウレル

2019年度 博士後期課程 修了 (京都大学 助教)

メール: mkastner ( a t ) nii.ac.jp

WWW: https://www.marc-kastner.com

Dr. Marc A. Kastner received his BSc and MSc in Computer Science from Braunschweig University of Technology in Braunschweig, Germany, in 2013 and 2016, and his PhD in Informatics from the Graduate School of Informatics of Nagoya University, Japan in 2020. He is currently a postdoctoral researcher at the National Institute of Informatics, Japan. His research focuses on affective multimedia, language and vision and semantic gap problems.

研究内容

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単語概念の心像性推定

人間の感覚を定量化するため単語の心像性推定について研究しています.

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心像性に基づく画像キャプショニング

画像キャプションの実際に用いられる用途に応じたキャプションの生成を目指しています.

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色に基づく文書内容の可視化

書籍を対象とし,ページ単位でその文書内容に応じた彩色を行なう手法について研究をしています.

最新の研究成果

    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
    電子情報通信学会メディアエクスペリエンス・バーチャル環境基礎研究会, MVE2021-50, オンライン, March 2022.
    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.
    A multi-modal dataset for analyzing the imageability of concepts across modalities
    Marc A. Kastner, Chihaya Matsuhira, Ichiro Ide, Shin’ichi Satoh
    Proc. 4th IEEE Int. Conf. on Multimedia Information Processing and Retrieval (MIPR2021), pp.213-218, オンライン, September 2021.
    Introduction to the Contents Science Lab
    Ichiro Ide, Keisuke Doman, Takahiro Komamizu, Marc A. Kastner, Hirotaka Kato, Chihaya Matsuhira
    Joint Int. Workshop on Smart Systems, オンライン, July 2021.
    Pointedness of an image: Measuring how pointy an image is perceived
    Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    HCI International 2021 -Posters, 23rd HCI Int. Conf., HCII2021, Virtual Event, July 24-29, Procs., Part I, Constantine Stephanidis, Margherita Antona, Stavroula Ntoa eds., Communications in Computer and Information Science, vol.1419, pp.137-144, Online, July 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 Patras eds., Lecture Notes in Computer Science, vol.12573, pp.62-73, Online, June 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.
    Estimating the imageability of words by mining visual characteristics from crawled image data
    Marc Aurel Kastner, Ichiro Ide, Frank Nack, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    Multimedia Tools and Applications, vol.79, no.25, pp.18167-18199, July 2020.
    On the quantification of the mental image of visual concepts for multi-modal applications
    Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    情報処理学会研究報告, 2020-CVIM-222-5, オンライン, May 2020.
    Browsing visual sentiment datasets using psycholinguistic groundings
    Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, 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.697-702, Daejeon Convention Center(大韓民国大田広域市), January 2020.
    On visualizing psycholinguistic groundings for sentiment image datasets
    Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    画像の認識・理解シンポジウム(MIRU)2019, no.DS-3, グランキューブ大阪, July 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, 國立成功大學(臺灣,臺南), April 2019.
    Estimating the visual variety of concepts by referring to Web popularity
    Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    Multimedia Tools and Applications, vol.78, no.7, pp.9463-9488, April 2019.
    A preliminary study on estimating word imageability labels using Web image data mining
    Marc Aurel Kastner, 井手一郎, 川西康友, 平山高嗣, 出口大輔, 村瀬洋
    言語処理学会第25回年次大会予稿集, no.A4-7; pp.747-750, 名古屋大東山校舎, March 2019.
    On understanding visual relationships of concepts by visualizing bag-of-visual-words models
    Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    画像の認識・理解シンポジウム(MIRU)2018, no.PS3-34, 札幌コンベンションセンター, August 2018.


Last updated: 2024-03-07 02:25:20.047556856 +0000 UTC m=+1.016260851.