Dr. Marc A. Kastner

About me

Publications

Last updated: 2024-04-19
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Major contributions are highlighted in yellow.

2024

MUWS ’2024: The 3rd International Workshop on Multimodal Human Understanding for the Web and Social Media

Marc A. Kastner, Gullal S. Cheema, Sherzod Hakimov, Noa Garcia. Workshop abstract at the 14th ACM International Conference on Multimedia Retrieval (ICMR) 2024, To be published in Jun 2024. doi: 10.1145/3652583.3658893

[ workshop website ] 

Miscellaneous
Peer-reviewed

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. Journal paper at IEEE Access, vol. 12, pp. 41299-41316, Mar 2024., Mar 2024. doi: 10.1109/ACCESS.2024.3378095

Journal
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), 83, 26183–26210, Mar 2024. doi: 10.1007/s11042-023-15732-z

[ preprint ] 

Journal
Peer-reviewed

Image-Collection Summarization using Scene-Graph Generation with External Knowledge

Itthisak Phueaksri, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide. Journal paper at IEEE Access, vol. 12, pp. 17499-17512, Jan 2024. doi: 10.1109/ACCESS.2024.3360113

[ preprint ] 

Journal
Peer-reviewed

2023

An Approach to Generate a Caption for an Image Collection using Scene Graph Generation

Itthisak Phueaksri, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide. Journal paper at IEEE Access, vol. 11, pp. 128245-128260, Nov 2023. doi: 10.1109/ACCESS.2023.3332098

[ preprint ] 

Journal
Peer-reviewed

Nonword-to-Image Generation Considering Perceptual Association of Phonetically Similar Words

Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Takatsugu Hirayama, Keisuke Doman, Ichiro Ide. 1st International Workshop on Multimedia Content Generation and Evaluation (co-located at ACM Multimedia 2023), Oct 2023. doi: 10.1145/3607541.3616818

[ slides ]  [ preprint ] 

International Conference
Peer-reviewed

MUWS ’2023: The 2nd International Workshop on Multimodal Human Understanding for the Web and Social Media

Gullal S. Cheema, Sherzod Hakimov, Marc A. Kastner, Noa Garcia. Workshop proposal at the 32nd ACM International Conference on Information and Knowledge Management (CIKM) 2023, Oct 2023. doi: 10.1145/3583780.3615310

[ workshop website ]  [ workshop proceedings ] 

Miscellaneous
Peer-reviewed

Image Collection Scene Graph Summarization Enhancing Relation Predictor with External Knowledge

Itthisak Phueaksri, Marc A. Kastner, Yasutomo Kawanishi, Takahiro Komamizu, Ichiro Ide. Poster at MIRU Symposium (画像の認識・理解シンポジウム), Jul 2023.

Domestic Conference
Non Peer-reviewed

Leverage semantic alignment of object relations for image captioning

Da Huo, Marc A. Kastner, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide. Poster at MIRU Symposium (画像の認識・理解シンポジウム), Jul 2023.

Domestic Conference
Non Peer-reviewed

類音語の連想性を考慮した未知語の発音に対する画像生成

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, 井手一郎. Poster at MIRU Symposium (画像の認識・理解シンポジウム), Awarded with MIRU Interactive Session Award (MIRUインタラクティブ発表賞 受賞), Jul 2023.

Domestic Conference
Non Peer-reviewed

Small object detection for bird with swin transformer

Da Huo, Marc A. Kastner, Tingwei Liu, Yasutomo Kawanishi, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide. 18th International Conference on Machine Vision and Applications (MVA) Workshop, Jul 2023. doi: 10.23919/MVA57639.2023.10216093

[ preprint ] 

International Conference
Peer-reviewed

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, Yasutomo Kawanishi, Takatsugu Hirayama, Takahiro Komamizu, Ichiro Ide, Yosuke Shinya, Xinyao Liu, Guang Liang, Syusuke Yasui. 18th International Conference on Machine Vision and Applications (MVA), Jul 2023. doi: 10.23919/MVA57639.2023.10215935

[ preprint ] 

International Conference
Peer-reviewed

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), May 2023.

Domestic Conference
Non 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

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

[ preprint ] 

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

[ preprint ]  [ slides ] 

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 (画像の認識・理解シンポジウム), 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 (画像の認識・理解シンポジウム), 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 (画像の認識・理解シンポジウム), 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.

[ workshop website ] 

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

[ preprint ]  [ slides ] 

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

[ poster ] 

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

[ preprint ] 

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

[ github ] 

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

[ github ] 

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

[ preprint ] 

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

[ preprint ]  [ slides ] 

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

[ poster ]  [ github ] 

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.

[ slides ] 

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 (画像の認識・理解シンポジウム), Aug 2020.

[ poster ]  [ slides ] 

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 (画像の認識・理解シンポジウム), Aug 2020.

[ poster ] 

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

[ preprint ]  [ github ] 

Journal
Peer-reviewed

Quantifying the mental image of visual concepts

Marc A. Kastner. PhD thesis, Jan 2020.

[ phdthesis ] 

Thesis

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

[ preprint ]  [ poster ] 

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

[ slides ]  [ poster ] 

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 (画像の認識・理解シンポジウム), 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

[ preprint ] 

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.

[ slides ]  [ paper ] 

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.

[ paper ] 

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 (画像の認識・理解シンポジウム), Aug 2018.

[ paper ]  [ poster ] 

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 (画像の認識・理解シンポジウム 若手プログラム), Aug 2018.

[ poster ] 

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 ]  [ slides ] 

Thesis

2015

Robust binocular pupil detection for a mobile computing platform

Marc A. Kastner. Project thesis, Aug 2015.

[ thesis ] 

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

The Split Grid

Marc A. Kastner. Bachelor thesis, Apr 2013.

[ slides ]  [ thesis ] 

Thesis
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