Contents Science Lab

Nagoya University Graduate School of Informatics
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Dr. Yasutomo Kawanishi

Visiting Associate Professor (RIKEN)

E-Mail: yasutomo.kawanishi ( a t ) riken.jp

Personal website: https://yasutomo57jp.github.io/en/

Dr. Yasutomo Kawanishi received his BEng and MEng degrees in Engineering and a PhD degree in Informatics from Kyoto University, Japan, in 2006,2008, and 2012, respectively. He became an Post Doctoral Fellow at Kyoto University, Japan in 2012. He moved to Nagoya University, Japan as an Designated Assistant Professor in 2014. Since 2015, he has been an Assistant Professor at Nagoya University, Japan. His research interests are Pedestrian-centric Vision, which includes Pedestrian Detection, Tracking, and Retrieval, for surveillance and in-vehicle videos. He received the best paper award from SPC2009, and Young Researcher Award from IEEE ITS Society Nagoya Chapter. He is a member of IEICE and IEEE.

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.
    Best next-viewpoint recommendation by selecting minimum pose ambiguity for category-level object pose estimation
    Nik Mohd Zarifie Hashim, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
    Journal of Japan Society for Precision Engineering, vol.87, no.5?, pp.xxxx-xxxx, May 2021.
    Odometry estimation from sparse LiDAR point cloud constrained by image feature correspondence -Depth estimation by Gaussian process regression and odometry estimation considering its reliability- (in Japanese)
    Masayuki Shimizu, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase
    Journal of Japan Society for Precision Engineering, vol.87, no.5, pp.xxxx-xxxx, May 2021.
    A study on product image impression estimation considering the customer's attributes (in Japanese)
    Mayu Nakamoto, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Mitsuru Nakazawa, Yeongnam Chae, Bjorn Stenger
    IEICE 2021 Annual Convention, no.D-12-5, March 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, no.OS5-1, March 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.
    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.
    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.
    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.
    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.
    A preliminary study on improving a cyclist detector using weakly supervised learning (in Japanese)
    Taro Mori, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase
    IEICE 2020 Annual Convention, no.D-12-36, March 2020.
    A preliminary study on multi-target attention degree estimation based on the movement of gaze points (in Japanese)
    Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Hidehisa Nagano, Kunio Kashino
    IEICE 2020 Annual Convention, no.D-12-25; Young Researcher’s Award, March 2020.
    A preliminary study on vehicle localization utilizing multiple driving image sequences (in Japanese)
    Yuta Goto, Haruya Kyutoku, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase
    IEICE 2020 Annual Convention, no.D-12-37, March 2020.


Last updated: 2021-05-13 11:06:07.819854259 +0900 JST m=+1.046507454.