Contents Science Lab

Nagoya University Graduate School of Informatics
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Prof. Ichiro Ide

Professor

E-Mail: ide ( a t ) i.nagoya-u.ac.jp

Personal website: http://www.murase.m.is.nagoya-u.ac.jp/~ide/

Prof. Ichiro Ide received his BEng, MEng, and PhD from The University of Tokyo in 1994, 1996, and 2000, respectively. He became an Assistant Professor at the National Institute of Informatics, Japan in 2000. Since 2004, he has been an Associate Professor, and since 2020, a Professor at Nagoya University. He was also a Visiting Associate Professor at National Institute of Informatics from 2004 to 2010, an Invited Professor at Institut de Recherche en Informartique et Systèmes Aléatoires (IRISA), France in 2005, 2006, and 2007, a Senior Visiting Researcher at ISLA, Instituut voor Informatica, Universiteit van Amsterdam from 2010 to 2011. His research interest ranges from the analysis and indexing to retargeting of multimedia contents, especially in large-scale broadcast video archives, mostly on news, cooking, and sports contents. He is a senior member of IEICE and IPS Japan, and a member of JSAI, IEEE, and ACM.

Main projects

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Book page colorization based on perception

In this research, we colorize pages of books according to human perception in order to summarize and compare book contents.

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Image captioning considering imageability

In this research, we incorporate psycholinguistics into image captioning in order to tailor captions to different applications.

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Imageability estimation

In this research, we model the human perception of the semantic gap for use in affective computing.

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Automatic Authoring of a Video Biography

In this research, we develop an automatic authoring method of video biography using Web contents.

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Food attractiveness measurements

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

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Food typicality analysis

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

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Geo-regional similarity of social media photos

In this research, we analyze methods for the detection of similar geo-regions based on Visual Concepts in social photos.

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Mimetic words

In this research, we analyze the phonetic characteristics and human perception of mimetic words used in Japanese to describe human gait.

Recent publications

    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, vol. 12573, pp.62-73, Prague, Czech Republic, To be published in June 2021.
    ColAtt-Net: In reducing the ambiguity of pedestrian orientations on attribute-aware semantic segmentation task
    Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase
    IEEJ Trans. Electrical and Electronic Engineering, vol.141, no.2, pp.295-306, February 2021.
    Proposal of a light-field descriptor considering light-ray direction -Image matching robust to object shape and camera pose- (in Japanese)
    Masayuki Shimizu, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
    Journal of Japan Society for Precision Engineering, vol.87, no.2, pp.197-205, February 2021.
    LFIR2Pose: Pose estimation from an extremely low-resolution FIR image sequence
    Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa
    Proc. 27th IAPR Int. Conf. on Pattern Recognition (ICPR2020), no.PS-T2.2, pp.2597-2603, Online, January 2021.
    Median-shape representation learning for category-level object pose estimation in cluttered environments
    Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Ayako Amma
    Proc. 27th IAPR Int. Conf. on Pattern Recognition (ICPR2020), no.PS-T3.10, pp.4473-4480, Online, January 2021.
    Ω-GAN: Object manifold embedding GAN for image generation by disentangling parameters into pose and shape manifolds
    Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
    Proc.27th IAPR Int. Conf. on Pattern Recognition (ICPR2020), no.PS-T1.3, pp.7945-7952, Online, January 2021.
    Reflecting the history of food media research (in Japanese)
    Ichiro Ide, Shinsuke Mori, Atsushi Hashimoto
    HCG Symposium 2020, Online, December 2020.
    Towards the deployment of data science education for freshmen at Nagoya University (in Japanese)
    Ichiro Ide
    Mathematical and Data Science Education Reinforcement-Base Consortium Chubu / Tokai block workshop, Shiga Univ, November 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, pp.306-310, Online, 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, MVE2020-17, Online, September 2020.
    Modeling eye-gaze behavior of electric wheelchair drivers via inverse reinforcement learning
    Yamato Maekawa, Naoki Akai, Takatsugu Hirayama, Luis Yoichi Morales, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase
    Proc. 23rd IEEE Int. Conf. on Intelligent Transportation Systems (ITSC2020), no.MoAT5.4, pp.158-164, Online, 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, no.IS3-2-1, Online, August 2020.
    TBA (in Japanese)
    Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidenori Nagano, Kunio Kashino
    Meeting on Image Recognition and Understanding (MIRU) 2020, no.IS3-2-32, Online, August 2020.
    TBA (in Japanese)
    Taro Mori, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase
    Meeting on Image Recognition and Understanding (MIRU) 2020, no.IS2-3-25, Online, August 2020.
    TBA (in Japanese)
    Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
    Meeting on Image Recognition and Understanding (MIRU) 2020, no.IS2-2-11, Online, August 2020.
    TBA (in Japanese)
    Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukojima, Nozomi Nagamine
    Meeting on Image Recognition and Understanding (MIRU) 2020, no.OS2-3B-2, Online, August 2020.
    TBA (in Japanese)
    Yuta Goto, Hatuya Kyutoku, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase
    Meeting on Image Recognition and Understanding (MIRU) 2020, no.IS3-1-17, Online, August 2020.
    Estimating the imageability of words by mining visual characteristics from crawled image data
    Marc Aurel Kastner, Ichiro Ide, Frank Nack, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    Multimedia Tools and Applications, vol.79, no.25, pp.18167-18199, July 2020.
    Special issue on "The Tenth International Symposium on Information and Communication Technology -SoICT 2019"
    Huynh Thi Thanh Binh, Ichiro Ide
    Informatica, vol.44, no.2, p.113, July 2020.
    CEA'20: The 12th Workshop on Multimedia for Cooking and Eating Activities
    Ichiro Ide, Yoko Yamakata, Atsushi Hashimoto
    Proc. ACM Int. Conf. on Multimedia Retrieval (ICMR) 2020, pp.578-579, Radisson Blu Royal Hotel (Dublin, Ireland), June 2020.
    Estimation of the number of vehicles using regression based on parts detection (in Japanese)
    Fumito Shinmura, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
    Journal of Japan Society for Fuzzy Theory and Intelligent Informatics, vol.32, no.3, pp.705-712, June 2020.
    Foreword
    Ichiro Ide, Yoko Yamakata, Atsushi Hashimoto
    Proc. 12th Workshop on Cooking and Eating Activities (CEA2020) in conjunction with ACM ICMR2020, Radisson Blu Royal Hotel (Dublin, Ireland), June 2020.
    MMArt-ACM'20: International Joint Workshop on Multimedia Artworks Analysis and Attractiveness Computing in Multimedia 2020
    Wei-Ta Chu, Ichiro Ide, Naoko Nitta, Norimichi Tsumura, Toshihiko Yamasaki
    Proc. ACM Int. Conf. on Multimedia Retrieval (ICMR) 2020, pp.582-583, Radisson Blu Royal Hotel (Dublin, Ireland), June 2020.
    Performance boost of attribute-aware semantic segmentation via data augmentation for driver assistance
    Mahmud Dwi Sulistiyo, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Takatsugu Hirayama, Hiroshi Murase
    Proc. 8th Int. Conf.erence on Information Communication Technology (ICoICT2020), pp.293-298, Online, June 2020.
    Simultaneous image matching for person re-identification via the stable marriage algorithm
    Nik Mohd Zarifie Hashim, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
    IEEJ Trans. Electrical and Electronic Engineering, vol.15, no.6, pp.909-917, June 2020.
    Welcome message from MMArt&ACM 2020 organizers
    Wei-Ta Chu, Ichiro Ide, Naoko Nitta, Norimichi Tsumura, Toshihiko Yamasaki
    Proc. Int. Joint Workshop on Multimedia Artworks Analysis (MMArt) and Attractiveness Computing in Multimedia (ACM) 2020 in conjunction with ACM ICMR2020, Radisson Blu Royal Hotel (Dublin, Ireland), June 2020.
    On the quantification of the mental image of visual concepts for multi-modal applications
    Marc Aurel Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase
    IPSJ Tech. Rep. Computer Vision and Image Media, 2020-CVIM-222-5, Online, May 2020.
    Preliminary study on attention degree estimation for multiple objects based on similarity between gaze-point and gaze-target movements (in Japanese)
    Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidenori Nagano, Kunio Kashino
    IPSJ Tech. Rep. Computer Vision and Image Media, 2020-CVIM-222-28, Online, May 2020.
    Vehicle ego-localization with a monocular camera using epipolar geometry constraints
    Haruya Kyutoku, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
    Vehicles, Drivers, and Safety, Huseyin Abut, Kazuya Takeda, Gerhard Schmidt, and John H.L. Hansen eds.,, pp.251-261, May 2020.
    Occlusion-aware skeleton trajectory representation for abnormal behavior detection
    Onur Temuroglu, Yasutomo Kawanishi, Daisuke Deguchi, Takatsugu Hirayama, Ichiro Ide, Hiroshi Murase, Mayuu Iwasaki, Atsushi Tsukada
    Frontiers of Computer Vision -26th Int. Workshop, IW-FCV 2020, Ibusuki, Kagoshima, Japan, Feb 20-22, 2020, Revised Selected Papers, Wataru Ohyama and Soon Ki Jung eds., Communications in Computer Science and Information Science, vol.1212, pp.108-121, Fureai Plaza Nanohanakan (Ibusuki, Kagoshima), April 2020.


Last updated: 2021-02-24 20:21:49.5245985 +0900 JST m=+0.953016412.