Dr. Keisuke Doman

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Dr. Keisuke Doman

Invited Associate Professor （Chukyo University）

E-Mail: kdoman ( a t ) sist.chukyo-u.ac.jp

Personal website: https://md.sist.chukyo-u.ac.jp/~doman/eindex.html

Main projects

Food attractiveness measurements

In this research, we analyze the attractiveness of food images using image analysis, including gaze information to improve the results.

Food typicality analysis

In this research, we analyze the typicality of food images within a food category.

Recent publications

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

RecipeMeta: Metapath-enhanced Recipe Recommendation on Heterogeneous Recipe Network

Jialiang Shi, Takahiro Komamizu, Keisuke Doman, Haruya Kyutoku, Ichiro Ide
Proceedings of the 5th ACM International Conference on Multimedia in Asia, p.1–7, January 2024.

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 Impression Estimation by Clustering People with Similar Tastes

Banri Kojima, Takahiro Komamizu, Yasutomo Kawanishi, Keisuke Doman, Ichiro Ide
International Conference on Machine Vision Applications (MVA), 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.

A Study on Intra-modal Constraint Loss toward Cross-modal Recipe Retrieval

Jiahang LU, Haruya Kyutoku, Keisuke Doman, Takahiro Komamizu, Yasutomo Kawanishi, Takatsugu Hirayama, Ichiro Ide
Unknown Journal, A-3-1, December 2022.

Intuitive Gait Modeling using Mimetic-Words for Gait Description and Generation

Hirotaka Kato, Takatsugu Hirayama, Keisuke Doman, Ichiro Ide, Yasutomo Kawanishi, Takahiro Komamizu, Daisuke Deguchi, Hiroshi Murase
2022 IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR), pp.240-245, August 2022.

A study on multi-task learning for the attractiveness estimation of food photography (in Japanese)

Mitsuaki Miyazaki, Keisuke Doman, Ichiro Ide, Yoshito Mekada
IEICE Tech. Rep. Media Experience and Virtual Environment, 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

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.

TBA (in Japanese)

Mitsuaki Miyazaki, Keisuke Doman, Ichiro Ide, Yoshito Mekada
Nineteenth Workshop on Informatics (WiNF2021), November 2021.

Gaits generation from a mimetic word based on sound symbolism (in Japanese)

Hirotaka Kato, Takatsugu Hirayama, Keisuke Doman, Ichiro Ide, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase
Trans. JSAI, 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 Patraseds., Lecture Notes in Computer Science, June 2021.

TBA (in Japanese)

Mitsuaki Miyazaki, Tatsumi Hattori, Keisuke Doman, Takatsugu Hirayama, Yasutomo Kawanishi, Ichiro Ide, Yoshito Mekada
Dynamic Image Processing for Real Application Workshop (DIA) 2021, March 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
Lecture Notes in Computer Science, Vol.12573, p.62–73, January 2021.

Imageability Estimation using Visual and Language Features

Chihaya Matsuhira, Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
Proceedings of the 2020 International Conference on Multimedia Retrieval, p.306–310, October 2020.

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, October 2020.

A study on a coloring method for document overviews -Visualizing the document structure using word-color associations- (in Japanese)

Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
IEICE Tech. Rep. Media Experience and Virtual Environment, September 2020.

TBA (in Japanese)

Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
Meeting on Image Recognition and Understanding (MIRU) 2020, August 2020.

A study on image captioning considering its imageability (in Japanese)

Kazuki Umemura, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
IEICE Tech. Rep. Media Experience and Virtual Environment, March 2020.

TBA (in Japanese)

Chihaya Matsuhira, Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase
26th ANLP Annual Meeting, March 2020.

Typicality evaluation of food-type specific presentation (in Japanese)

Masamu Nakamura, Yasutomo Kawanishi, Keisuke Doman, Takatsugu Hirayama, Ichiro Ide, Daisuke Deguchi, Hiroshi Murase
IEICE Tech. Rep. Media Experience and Virtual Environment, March 2020.