Research Papers

相澤・山崎・松井研究室で進められた漫画メディア処理に関する論文の一部です.

  1. 2026

    MangaVQA and MangaLMM: A Benchmark and Specialized Model for Multimodal Manga Understanding

    Jeonghun Baek, Kazuki Egashira, Shota Onohara, Atsuyuki Miyai, Yuki Imajuku, Hikaru Ikuta, Kiyoharu Aizawa

    Findings of the Association for Computational Linguistics: EACL 2026, pp. 5349–5370

  2. 2025

    MangaUB: A Manga Understanding Benchmark for Large Multimodal Models

    Hikaru Ikuta, Leslie Wöhler, Kiyoharu Aizawa

    IEEE MultiMedia, 2025 · doi: 10.1109/MMUL.2025.3550451

  3. 2024

    Zero-shot character identification and speaker prediction in comics via iterative multimodal fusion

    Yingxuan Li, Ryota Hinami, Kiyoharu Aizawa, Yusuke Matsui

    ACM Multimedia 2024, Oct. 28–Nov. 1, 2024, Melbourne, Australia · doi: 10.1145/3664647.3681659

  4. 2024

    Manga109Dialog: A Large-scale Dialogue Dataset for Comics Speaker Detection

    Yingxuan Li, Kiyoharu Aizawa, Yusuke Matsui

    IEEE ICME 2024, Jul. 15–19, 2024, Niagara Falls, Canada · doi: 10.1109/ICME57554.2024.10687709

  5. 2023

    Statistical characteristics of comic panel viewing times

    Hikaru Ikuta, Leslie Wöhler, Kiyoharu Aizawa

    Scientific Reports, vol. 13, no. 1, p. 20291, Nov. 2023 · doi: 10.1038/s41598-023-47120-w

  6. 2022

    COO: Comic Onomatopoeia Dataset for Recognizing Arbitrary or Truncated Texts

    Jeonghun Baek, Yusuke Matsui, Kiyoharu Aizawa

    ECCV 2022

  7. 2020

    Building a Manga Dataset "Manga109" with Annotations for Multimedia Applications

    Kiyoharu Aizawa, Azuma Fujimoto, Atsushi Otsubo, Toru Ogawa, Yusuke Matsui, Koki Tsubota, Hikaru Ikuta

    IEEE MultiMedia, vol. 27, no. 2, pp. 8–18, Apr.–Jun. 2020 · doi: 10.1109/MMUL.2020.2987895

  8. 2019

    Synthesis of Screentone Patterns of Manga Characters

    Koki Tsubota, Daiki Ikami, Kiyoharu Aizawa

    IEEE ISM 2019, short paper, Dec. 9–11, 2019, San Diego

  9. 2019

    Building a Manga Dataset Manga109 for Multimedia Applications (Keynote talk)

    Kiyoharu Aizawa

    IEEE MMSP 2019, Sep. 27–30, 2019, Kuala Lumpur, Malaysia

  10. 2019

    Optical Flow based Line Drawing Frame Interpolation using Distance Transform to Support Inbetweenings

    Rei Narita, Keigo Hirakawa, Kiyoharu Aizawa

    IEEE ICIP 2019, WQ.L1.3, Sep. 22–25, 2019, Taipei, Taiwan · doi: 10.1109/ICIP.2019.8803506

  11. 2018

    Object Detection for Comics using Manga109 Annotations

    Toru Ogawa, Atsushi Otsubo, Rei Narita, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    arXiv, 2018

  12. 2018

    Adaptation of Manga Face Representation for Accurate Clustering

    Koki Tsubota, Toru Ogawa, Toshihiko Yamasaki, Kiyoharu Aizawa

    ACM SIGGRAPH Asia 2018 Poster, Dec. 4–7, 2018, Tokyo

  13. 2017

    Sketch-based Manga Retrieval using Deep Features

    Rei Narita, Koki Tsubota, Toshihiko Yamasaki, Kiyoharu Aizawa

    ICDAR Workshop MANPU 2017, pp. 49–53, Nov. 10, 2017, Kyoto, Japan

  14. 2017

    cGAN-based Manga Colorization Using a Single Training Image

    Paulina Hensman, Kiyoharu Aizawa

    ICDAR Workshop MANPU 2017, pp. 72–77, Nov. 10, 2017, Kyoto, Japan

  15. 2017

    Sketch-based Manga Retrieval using Manga109 Dataset

    Yusuke Matsui, Kota Ito, Yuji Aramaki, Azuma Fujimoto, Toru Ogawa, Toshihiko Yamasaki, Kiyoharu Aizawa

    Multimedia Tools and Applications, Springer, 2017

  16. 2016

    Manga109 Dataset and Creation of Metadata

    Azuma Fujimoto, Toru Ogawa, Kazuyoshi Yamamoto, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    ICPR Workshop MANPU 2016 (The 1st International Workshop on coMics ANalysis, Processing and Understanding)

  17. 2016

    Interactive Region Segmentation for Manga

    Kota Ito, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    ICPR 2016

  18. 2016

    Sketch Simplification by Classifying Strokes

    Toru Ogawa, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    ICPR 2016

  19. 2016

    DrawFromDrawings: 2D Drawing Assistance via Stroke Interpolation with a Sketch Database

    Yusuke Matsui, Takaaki Shiratori, Kiyoharu Aizawa

    IEEE Transactions on Visualization and Computer Graphics, 2016

  20. 2016

    Text detection in manga by combining connected-component-based and region-based classifications

    Yuji Aramaki, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    IEEE ICIP 2016

  21. 2015

    Sketch-based Manga Retrieval using Manga109 Dataset

    Yusuke Matsui, Kota Ito, Yuji Aramaki, Toshihiko Yamasaki, Kiyoharu Aizawa

    arXiv, 2015

  22. 2015

    Interactive Segmentation for Manga using Lossless Thinning and Coarse Labeling

    Yuji Aramaki, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    APSIPA ASC 2015

  23. 2015

    Challenge for Manga Processing: Sketch-based Manga Retrieval

    Yusuke Matsui

    ACM Multimedia Doctoral Symposium 2015

  24. 2015

    A Layered Method For Determining Manga Text Bubble Reading Order

    Samu Kovanen, Kiyoharu Aizawa

    IEEE ICIP 2015

  25. 2015

    Separation of Manga Line Drawings and Screentones

    Kota Ito, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    Eurographics Short Paper 2015

  26. 2014

    Reference-based Manga Colorization by Graph Correspondence Using Quadratic Programming

    Kazuhiro Sato, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    ACM SIGGRAPH Asia Technical Brief 2014

  27. 2014

    Sketch2Manga: Sketch-based Manga Retrieval

    Yusuke Matsui, Kiyoharu Aizawa, Yushi Jing

    IEEE ICIP 2014

  28. 2014

    Interactive Segmentation for Manga

    Yuji Aramaki, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    ACM SIGGRAPH Poster 2014

  29. 2014

    IllustStyleMap: Visualization of Illustrations based on Similarity of Drawing Style of Authors

    Daiki Matsumoto, Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa, Takanori Katagiri

    ACM SIGGRAPH Poster 2014

  30. 2014

    MangaWall: Generating manga pages for real-time applications

    Zhipeng Wu, Kiyoharu Aizawa

    IEEE ICASSP 2014

  31. 2011

    Interactive Manga Retargeting

    Yusuke Matsui, Toshihiko Yamasaki, Kiyoharu Aizawa

    ACM SIGGRAPH Poster 2011