コンテンツ科学研究室

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

協力研究員 （広島市立大学 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

    Toward Visual Storytelling using Scene-Graph
    PHUEAKSRI Itthisak, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide
    Unknown Journal, IS2-99, August 2024.
    Interpolating the Text-to-Image Correspondence Based on Phonetic and Phonological Similarities for Nonword-to-Image Generation
    Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide
    IEEE Access, Vol.12, pp.41299-41316, March 2024.
    Computational measurement of perceived pointiness from pronunciation
    Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide, Takatsugu Hirayama, Yasutomo Kawanishi, Keisuke Doman, Daisuke Deguchi
    Multimedia Tools and Applications, 83(9), pp.26183-26210, March 2024.
    Correction to: Computational measurement of perceived pointiness from pronunciation
    Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide, Takatsugu Hirayama, Yasutomo Kawanishi, Keisuke Doman, Daisuke Deguchi
    Multimedia Tools and Applications, 83(9), pp.26211-26212, March 2024.
    Image-Collection Summarization using Scene-Graph Generation with External Knowledge
    PHUEAKSRI Itthisak, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide
    IEEE Access, Vol.12, pp.17499-17512, January 2024.
    An Approach to Generate a Caption for an Image Collection Using Scene Graph Generation
    PHUEAKSRI Itthisak, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide
    IEEE Access, Vol.11, pp.128245-128260, November 2023.
    Nonword-to-Image Generation Considering Perceptual Association of Phonetically Similar Words
    Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Takatsugu Hirayama, Keisuke Doman, Ichiro Ide
    Proceedings of the 1st International Workshop on Multimedia Content Generation and Evaluation: New Methods and Practice, pp.115-125, October 2023.
    Image Collection Scene Graph Summarization Enhancing Relation Predictor with External Knowledge
    PHUEAKSRI Itthisak, Marc A. Kastner, 川西 康友, Takahiro Komamizu, 井手 一郎
    第26回画像の認識・理解シンポジウム(MIRU2023) 論文集, IS1-80, July 2023.
    Leverage Semantic Alignment of Object Relations for Image Captioning
    Da Huo, Marc A. Kastner, 平山 高嗣, Takahiro Komamizu, 井手 一郎
    第26回画像の認識・理解シンポジウム(MIRU2023), IS1-85, July 2023.
    MVA2023 Small Object Detection Challenge for Spotting Birds: Dataset, Methods, and Results
    Yuki Kondo, Norimichi Ukita, Takayuki Yamaguchi, Hao-Yu Hou, Mu-Yi Shen, Chia-Chi Hsu, En-Ming Huang, Yu-Chen Huang, Yu-Cheng Xia, Chien-Yao Wang, Chun-Yi Lee, Da Huo, Marc A. Kastner, Tingwei Liu, 川西 康友, 平山 高嗣, Takahiro Komamizu, 井手 一郎, Yosuke Shinya, Xinyao Liu, Guang Liang, Syusuke Yasui
    International Conference on Machine Vision Applications (MVA), TE-1, July 2023.
    Small Object Detection for Birds with Swin Transformer
    Da Huo, Marc A. Kastner, Tingwei Liu, Yasutomo Kawanishi, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide
    International Conference on Machine Vision Applications (MVA), TE-3, July 2023.
    IPA-CLIP: Integrating Phonetic Priors into Vision and Language Pretraining
    Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Takatsugu Hirayama, Keisuke Doman, Yasutomo Kawanishi, Ichiro Ide
    arXiv, cs.MM, arXiv:2303.03144, March 2023.
    Toward Captioning an Image Collection from a Combined Scene Graph Representation Approach
    PHUEAKSRI Itthisak, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide
    29th International Conference on Multimedia Modeling (MMM2023), Vol.13833, pp.178-190, January 2023.
    Detection of birds in a 3D environment referring to audio-visual information
    Yasutomo Kawanishi, Ichiro Ide, Baidong Chu, Chihaya Matsuhira, Marc Aurel Kastner, Takahiro Komamizu, Daisuke Deguchi
    Proc. 18th IEEE Int. Conf. on Advanced Video and Signal-based Surveillance (AVSS2022), December 2022.
    Action Semantic Alignment for Image Captioning
    Da Huo, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide
    IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR), pp.194-197, August 2022.
    On Estimating Evoked Emotions of Social Media Videos through User Comments Analysis
    Yiming Wang, Marc A. Kastner, Takahiro Komamizu, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide
    Unknown Journal, IS3-72, July 2022.
    Towards Captioning an Image Collection using Scene Graph
    PHUEAKSRI Itthisak, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide
    Unknown Journal, IS1-78, July 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 Technical Report (MVE), 121(423), pp.60-64, 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
    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, 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.
    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.
    A multi-modal dataset for analyzing the imageability of concepts across modalities
    Marc A. Kastner, Chihaya Matsuhira, Ichiro Ide, Shin'ichi Satoh
    2021 IEEE 4th International Conference on Multimedia Information Processing and Retrieval (MIPR), pp.213-218, September 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), September 2021.
    Pointedness of an Image: Measuring How Pointy an Image is Perceived
    Chihaya Matsuhira, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
    Proceedings of HCII 2021, Vol.37, pp.137-144, July 2021.
    Introduction to the Contents Science Lab
    Ichiro Ide, Keisuke Doman, Takahiro Komamizu, Marc A. Kastner, Hirotaka Kato, Chihaya Matsuhira
    Joint International Workshop on Smart Systems, July 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, 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, 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
    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 Patras eds., Lecture Notes in Computer Science, June 2021.

Last updated: 2024-10-10 00:31:48.151611647 +0000 UTC m=+2.517831313.