Publications
Major contributions are highlighted in yellow.
2023
固定視点映像からの会話注意行動理解
松田有登， カストナーマークアウレル， 延原章平， 西野恒. Bachelor Thesis Spotlight Session, CVIM (コンピュータビジョンとイメージメディア研究会), To be published in May 2023.
Domestic Conference Non Peer-reviewed
Computational Measurement of Perceived Pointiness from Pronunciation
Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide, Takatsugu Hirayama, Yasutomo Kawanishi, Keisuke Doman, Daisuke Deguchi. Journal paper at Multimedia Tools and Applications (MTAP), ?(?), ?????-?????, Apr 2023.
Journal Peer-reviewed
Evoked emotion distribution learning through analysis of temporal user comments in social media videos
Yiming Wang, Marc A. Kastner, Da Huo, Takahiro Komamizu, Takatsugu Hirayama, Ichiro Ide. Talk at Meeting of the Technical Committee on Media Experience and Virtual Environment, MVE (メディアエクスペリエンス・バーチャル環境基礎研究会), Mar 2023.
Domestic Conference Non Peer-reviewed
Towards human impressions of multimedia contents
Marc A. Kastner. Invited talk at Interdisciplinary Workshop on Analysis of TV content (ERC Demoseries), Mar 2023.
Domestic Conference Non Peer-reviewed
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 pre-print 2303.03144, Mar 2023. doi: 10.48550/arXiv.2303.03144
Miscellaneous Non Peer-reviewed
Towards Captioning an Image Collection from a Combined Scene Graph Representation Approach
Itthisak Phueaksri, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide. 29th Intl. Conf. on MultiMedia Modeling (MMM2023), Jan 2023. doi: 10.1007/978-3-031-27077-2_14
International Conference Peer-reviewed
2022
Detection of birds in a 3D environment referring to audio-visual information
Yasutomo Kawanishi, Ichiro Ide, Baidong Chu, Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Daisuke Deguchi. 18th IEEE Intl. Conf. on Advanced Video and Signal-based Surveillance (AVSS2022), Nov 2022. doi: 10.1109/AVSS56176.2022.9959510
International Conference Peer-reviewed
Action Semantic Alignment for Image Captioning
Da Huo, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide. 5th IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR2022), Aug 2022. doi: 10.1109/MIPR54900.2022.00041
International Conference Peer-reviewed
Towards captioning an image collection using scene graph
Itthisak Phueaksri, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide. Poster at MIRU Symposium, Jul 2022.
Domestic Conference Non Peer-reviewed
画像生成を介した語感から受ける印象の可視化の検討
松平茅隼， カストナーマークアウレル， 駒水孝裕， 平山高嗣， 道満恵介， 川西康友， 井手一郎. Poster at MIRU Symposium, Jul 2022.
Domestic Conference Non Peer-reviewed
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. Poster at MIRU Symposium, Jul 2022.
Domestic Conference Non Peer-reviewed
MUWS ’2022: The 1st International Workshop on Multimodal Understanding for the Web and Social Media
Sherzod Hakimov, Gullal S. Cheema, Marc A. Kastner, Rajiv Shah, Karan Sikka. Workshop proposal at The WebConf (ACM WWW) 2022, Apr 2022.
Miscellaneous Peer-reviewed
Personalized Fashion Recommendation using Pairwise Attention
Donnaphat Trakulwaranont, Marc A. Kastner, Shin'ichi Satoh. MultiMedia Modelling (MMM) 2022, Apr 2022. doi: 10.1007/978-3-030-98355-0_19
[ slides ] [ preprint ] [ poster ]
International Conference Peer-reviewed
On Identifying Pareidolia Phenomenon by Emulating Patient Behavior
Zhaohui Zhu, Marc A. Kastner, Shin'ichi Satoh. MultiMedia Modelling (MMM) 2022, Apr 2022. doi: 10.1007/978-3-030-98358-1_24
International Conference Peer-reviewed
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. Talk at Meeting of the Technical Committee on Media Experience and Virtual Environment, MVE (メディアエクスペリエンス・バーチャル環境基礎研究会), Mar 2022.
Domestic Conference Non Peer-reviewed
2021
Pose-aware Outfit Transfer between Unpaired in-the-wild Fashion Images
Donnaphat Trakulwaranont, Marc A. Kastner, Shin'ichi Satoh. Short paper at ACM Multimedia Asia (MMAsia) 2021, Dec 2021. doi: 10.1145/3469877.3490569
International Conference Peer-reviewed
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. Journal paper at IEEE Access, vol. 9, pp. 162951-162961, Nov 2021. doi: 10.1109/ACCESS.2021.3131393
Journal Peer-reviewed
Reproducibility Companion Paper: Describing Subjective Experiment Consistency by p-Value P-P Plot
Jakub Nawała, Lucjan Janowski, Bogdan Ćmiel, Krzysztof Rusek, Marc A. Kastner, Jan Zahálka. Reproducibility Companion Paper at ACM Multimedia (ACMMM) 2021, Oct 2021. doi: 10.1145/3474085.3477935
Miscellaneous Peer-reviewed
Reproducibility Companion Paper: Kalman Filter-Based Head Motion Prediction for Cloud-Based Mixed Reality
Serhan Gül, Sebastian Bosse, Dimitri Podborski, Thomas Schierl, Cornelius Hellge, Marc A. Kastner, Jan Zahálka. Reproducibility Companion Paper at ACM Multimedia (ACMMM) 2021, Oct 2021. doi: 10.1145/3474085.3477936
Miscellaneous Peer-reviewed
A multi-modal dataset for analyzing the imageability of concepts across modalities
Marc A. Kastner, Chihaya Matsuhira, Ichiro Ide, Shin'ichi Satoh. 4th IEEE International Conference on Multimedia Information Processing and Retrieval (MIPR2021), Sep 2021. doi: 10.1109/MIPR51284.2021.00039
[ slides ] [ github ] [ supplemental visualizations ]
International Conference Peer-reviewed
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. Poster at 23rd Int. Conf. on Human-Computer Interaction (HCII2021), Jul 2021. doi: 10.1007/978-3-030-78635-9_20
International Conference Peer-reviewed
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 Modelling (MMM) 2021. Lecture Notes in Computer Science, vol 12573, Jan 2021. doi: 10.1007/978-3-030-67835-7_6
International Conference Peer-reviewed
FashionGraph: understanding fashion data using scene graph generation
Shabnam Sadegharmaki, Marc A. Kastner, Shin'ichi Satoh. Poster at International Conference on Pattern Recognition (ICPR) 2020, Jan 2021. doi: 10.1109/ICPR48806.2021.9412662
International Conference Peer-reviewed
2020
On modelling viewer sentiment of social media videos for attractive computing
Marc A. Kastner, Shin'ichi Satoh. Talk at Meeting of the Technical Committee on Media Experience and Virtual Environment, MVE (メディアエクスペリエンス・バーチャル環境基礎研究会), Sep 2020.
Domestic Conference Non Peer-reviewed
俯瞰支援のための文書彩色方法の検討 —単語から連想される色に基づく文書内容の可視化—
松平茅隼， カストナーマークアウレル， 井手一郎， 川西康友， 平山高嗣， 道満恵介， 出口大輔， 村瀬洋. Talk at Meeting of the Technical Committee on Media Experience and Virtual Environment, MVE (メディアエクスペリエンス・バーチャル環境基礎研究会), Sep 2020.
Domestic Conference Non Peer-reviewed
A preliminary study on viewer sentiment analysis of social media videos
Marc A. Kastner, Shin'ichi Satoh. Poster at MIRU Symposium, Aug 2020.
Domestic Conference Non Peer-reviewed
心像性を考慮した画像キャプショニングの検討
梅村和紀，カストナーマークアウレル，井手一郎，川西康友，平山高嗣，道満恵介，出口大輔，村瀬洋. Poster at MIRU Symposium, Aug 2020.
Domestic Conference Non Peer-reviewed
Imageability estimation using visual and language features
Chihaya Matsuhira, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase. Short paper and poster at ACM International Conference on Multimedia Retrieval (ICMR) 2020, Jun 2020. doi: 10.1145/3372278.3390731
International Conference Peer-reviewed
On the Quantification of the Mental Image of Visual Concepts for Multi-modal Applications
Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase. Technical Report at CVIM (情報処理学会研究報告) Special Session on Doctoral Theses, May 2020.
[ slides ] [ techreport ] [ poster ]
Domestic Conference Non Peer-reviewed
視覚特徴と言語特徴を用いた単語の心像性推定の検討
松平茅隼， カストナーマークアウレル， 井手一郎， 川西康友， 平山高嗣， 道満恵介， 出口大輔， 村瀬洋. Talk at 26th Annual Meeting of the Association for Natural Language Processing (言語処理学会第26回年次大会), Mar 2020.
Domestic Conference Non Peer-reviewed
心像性に基づく画像キャプショニングの検討
梅村和紀， カストナーマークアウレル， 井手一郎， 川西康友， 平山高嗣， 道満恵介， 出口大輔， 村瀬洋. Talk at Meeting of the Technical Committee on Media Experience and Virtual Environment, MVE (メディアエクスペリエンス・バーチャル環境基礎研究会), Awarded with MVE Award (MVE賞受賞), Mar 2020.
Domestic Conference Non Peer-reviewed
Estimating the imageability of words by mining visual characteristics from crawled image data
Marc A. Kastner, Ichiro Ide, Frank Nack, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase. Journal paper at Multimedia Tools and Applications (MTAP), 79(25), 18167-18199, Feb 2020. doi: 10.1007/s11042-019-08571-4
Journal Peer-reviewed
Browsing Visual Sentiment Datasets using Psycholinguistic Groundings
Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase. Demo at MultiMedia Modelling (MMM) 2020, Jan 2020. doi: 10.1007/978-3-030-37734-2_56
International Conference Peer-reviewed
2019
On quantizing the mental image of concepts for visual semantic analyses
Marc A. Kastner. Paper at ACM Multimedia (ACMMM) 2019 Doctoral Symposium, Oct 2019. doi: 10.1145/3343031.3352589
International Conference Peer-reviewed
On visualizing psycholinguistic groundings for sentiment image datasets
Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase. Demo at MIRU Symposium, Jul 2019.
Domestic Conference Non Peer-reviewed
Estimating the visual variety of concepts by referring to Web popularity
Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase. Journal paper at Multimedia Tools and Applications (MTAP), 78(7), 9463-9488, Apr 2019. doi: 10.1007/s11042-018-6528-x
Journal Peer-reviewed
A preliminary study on estimating word imageability labels using Web image data mining
Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase. Talk at 25th Annual Meeting of the Association for Natural Language Processing (言語処理学会第25回年次大会), no. A4-7, pp. 747-750, Mar 2019.
Domestic Conference Non Peer-reviewed
画像キャプションの質的評価に向けた文の心像性推定手法の検討
梅村和紀， カストナーマークアウレル， 井手一郎， 川西康友， 平山高嗣， 道満恵介， 出口大輔， 村瀬洋. Talk at 25th Annual Meeting of the Association for Natural Language Processing (言語処理学会第25回年次大会), no. A4-9, pp. 755-758, Mar 2019.
Domestic Conference Non Peer-reviewed
2018
On understanding visual relationships of concepts by visualizing bag-of-visual-words models
Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase. Poster at MIRU Symposium, Aug 2018.
Domestic Conference Non Peer-reviewed
A Survey on Psychology - Connecting Perception, Language, and Memory studies with Computer Vision
Marc A. Kastner, Yukitaka Tsuchiya, Kosuke Osumi, Ryo Akiyama, Lisa Kawai, Hiroya Ikeda. Poster and oral presentation at MIRU Young Researchers Program (MIRU若手プログラム), Aug 2018.
Domestic Conference Non Peer-reviewed
Dependable Non-Volatile Memory
Arthur Martens, Rouven Scholz, Phil Lindow, Niklas Lehnfeld, Marc A. Kastner, Rüdiger Kapitza. Paper at ACM International Systems and Storage Conference (SYSTOR) 2018, Jun 2018. doi: 10.1145/3211890.3211898
International Conference Peer-reviewed
Web画像の分布に基づく単語概念の視覚的な多様性の推定
カストナーマークアウレル， 井手一郎， 川西康友， 平山高嗣， 出口大輔， 村瀬洋. Technical report at CVIM (情報処理学会研究報告), Mar 2018.
[ paper ] [ slides ] [ poster ]
Domestic Conference Non Peer-reviewed
2017
DeNoVo malloc = Validating Data in Persistent Memory
Arthur Martens, Rouven Scholz, Phil Lindow, Marc A. Kastner, Rüdiger Kapitza. Poster at Eurosys, Apr 2017.
International Conference Peer-reviewed
2016
Video Streaming for Foveated High-resolution Rendering
Marc A. Kastner. Master thesis, Feb 2016.
Thesis
2015
Robust binocular pupil detection for a mobile computing platform
Marc A. Kastner. Project thesis, Aug 2015.
Thesis
2014
Using sparse optical flow for two-phase gas flow capturing with multiple kinect
Kai Berger, Marc A. Kastner, Yannic Schroeder, Stefan Guthe. Computer Vision and Machine Learning with RGB-D Sensors, Adv. Comp. Vision and Pat. Rec., Jul 2014. doi: 10.1007/978-3-319-08651-4_8
Miscellaneous Peer-reviewed
The Split Grid - A Hierarchical 1D-Grid-based Acceleration Data Structure for Ray Tracing
Pablo Bauszat, Marc A. Kastner, Martin Eisemann, Marcus Magnor. Poster at Eurographics, Mar 2014. doi: 10.2312/egp.20141067
International Conference Peer-reviewed
2013
