Contents Science Lab

Dr. Hiroshi Murase

Cooperative faculty (Designated Professor, Deguchi Lab)

E-Mail: murase ( a t ) nagoya-u.jp

Personal website: http://www.murase.nuie.nagoya-u.ac.jp/~murase/

Prof. Hiroshi Murase received his BEng, MEng, and PhD degrees in Electrical Engineering from Nagoya University, Japan. In 1980 he joined the Nippon Telegraph and Telephone Corporation (NTT). From 1992 to 1993 he was a visiting research scientist at Columbia University, New York. From 2003 he is a professor of Nagoya University, Japan. He was awarded the IEICE Shinohara Award in 1986, the Telecom System Award in 1992, the IEEE CVPR (Conference on Computer Vision and Pattern Recognition) Best Paper Award in 1994, the IPS Japan Yamashita Award in 1995, the IEEE ICRA (International Conference on Robotics and Automation) Best Video Award in 1996, the Takayanagi Memorial Award in 2001, the IEICE Achievement Award in 2002, and the Ministry Award from the Ministry of Education, Culture, Sports, Science and Technology in 2003. Dr. Murase is a Fellow of IEEE, IEICE, and IPS Japan.

Recent publications

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.

Active learning for human pose estimation based on temporal pose continuity

Taro Mori, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Tetsuo Inoshita
Int. Workshop on Advanced Imaging Technology (IWAIT) 2022, Proc. SPIE, Vol.12177, 121772G, pp.1-6, May 2022.

SfM-student: Semantic scgmentation of train front-view images with SfM data augmentation (In Japanese)

Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukojima, Nozomi Nagamine
IEICE Trans. on Fundamentals of Electronics, Communications and Computer Sciences, April 2022.

Safety margin prediction for pedestrians using risk potential function considering pedestrian attributes and driver skill (in Japanese)

Yamato Maekawa, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Hailong Liu, Ichiro Ide, Hiroshi Murase
IEICE Trans. on Fundamentals, March 2022.

Active Learning for Human Pose Estimation based on Temporal Pose Continuity

Taro Mori, Deguchi Daisuke, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Tetsuo Inoshita
Proceedings of International Workshop on Advanced Image Technology (IWAIT) 2022, 6B1, January 2022.

Active learning for human pose estimation based on temporal pose continuity

Taro Mori, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Tetsuo Inoshita
2022 Int. Workshop on Advanced Image Technology (IWAIT), January 2022.

TBA (in Japanese)

Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Kunio Kashino
IEICE Tech. Rep. Pattern Recognition and Media Understanding, December 2021.

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

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

Marc A. Kastner, Kazuki Umemura, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Keisuke Doman, Daisuke Deguchi, Hiroshi Murase, Shin'ichi Satoh
IEEE Access, November 2021.

Soft-boundary label relaxation with class placement constraints for semantic segmentation of the railway environment

Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukojima, Nozomi Nagamine
Pattern Recognition Letters, Vol.150, pp.258-264, October 2021.

Soft-boundary label relaxation with class placement constraints for semantic segmentation of the railway environment

Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukojima, Nozomi Nagamine
Pattern Recognition Letters, October 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.

Aggregating Everyday Outfits by Incremental Clustering with Interactive User Adaptation

Yasutomo Kawanishi, Hiroshi Murase, Satoshi Komorita, Sei Naito
IEEE Access, Vol.9, pp.121467-121475, August 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.

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.

TBA (in Japanese)

Taro Mori, Daisuke Deguchi, Kawanishi Yasutomo, Ichiro Ide, Hiroshi Murase, Tetsuo Inoshita
Meeting on Image Recognition and Understanding (MIRU) 2021, July 2021.

SDOF-Tracker: Fast and Accurate Multiple Human Tracking by Skipped-Detection and Optical-Flow

Hitoshi Nishimura, Satoshi Komorita, Yasutomo Kawanishi, Hiroshi Murase
arXiv, cx.CV, arxiv:2106.14259, 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
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.

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 the Japan Society for Precision Engineering, 87(5), pp.440-446, May 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, 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, 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, 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 Transactions on Electrical and Electronic Engineering, 16(2), pp.295-306, February 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, 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, February 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.

LFIR2Pose: Pose Estimation from an Extremely Low-Resolution FIR Image Sequence

Saki Iwata, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Tomoyoshi Aizawa
Proceedings of the 25th International Conference on Pattern Recognition, January 2021.

Median-Shape Representation Learning for Category-Level Object Pose Estimation in Cluttered Environments

Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Ayako Amma, Hiroshi Murase
Proceedings of the 25th International Conference on Pattern Recognition, pp.4473-4480, January 2021.