Publications 2022

Journals

1. Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Kunio Kashino: "Estimation of targets' locations and attention degrees by spatio-temporal integration of audiences' facial orientations,"IEICE Transactions on Information and Systems, J106-A, No.3, pp.58-69, 2023/03/01 doi

2. Chenkai Zhang, Daisuke Deguchi, Yuki Okafuji, Hiroshi Murase: "More Persuasive Explanation Method for End-to-End Driving Models,"IEEE Access, Vol.11, pp.4270-4282, 2023/01/10 doi

3. Hideaki Takahira, Miho Shinohara, Yusuke Nosaka, Masaya Yokouchi, Mitsuho Yamada, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase: "Analysis of Gaze Point Distribution while Viewing Surround-Sound Videos,"The Transactions of Human Interface Society, 24(3), pp.195-204, 2022/08/25 doi

4. Fumito Shinmura, Naoki Akai, Takatsugu Hirayama, HaiLong Liu, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "Two-Stage Input-Output Hidden Markov Model for Car-Pedestrian Interaction Behavior Modeling,"Journal of Information Processing, 63(8), pp.1371-1382, 2022/08/15 doi

5. Meng Zhang, Rujie Liu, Daisuke Deguchi, Hiroshi Murase: "Context-Aware Contribution Estimation for Feature Aggregation in Video Face Recognition,"IEEE Access, Vol.10, pp.79301-79310, 2022/07/25 doi

6. Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Hiroki Mukoujima, Nozomi Nagamine: "SfM-Student: Semantic Segmentation of Train Front-View Images with SfM Data Augmentation,"IEICE Transactions on Information and Systems, J105-A, No.4, pp.48-57, 2022/04/01 doi

International Conferences

1. Hayato Yumiya, Daisuke Deguchi, Yasutomo Kawanishi, Hiroshi Murase: "End-to-End gaze grounding from a person pictured from behind,"Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP) 2023, Vol.5, pp.898-905, 2023/02/21

2. Masaya Mizuno, Tomohiro Fujita, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "Subjective Baggage-Weight Estimation from Gait: Can You Estimate How Heavy the Person Feels?,"Proceedings of the 18th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP) 2023, Vol.5, pp.567-574, 2023/02/20

3. Jiaxin Li, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "A Preliminary Study on View Independent Panoptic Scene Change Detection,"Proceedings of International Workshop on Advanced Image Technology (IWAIT) 2023, 2023/01/16

4. Hideaki Takahira, Yasutomo Kawanishi, Takatsugu Hirayama, Hiroshi Murase, Daisuke Deguchi: "Analysis of Gaze while Viewing Videos at Various Playback Speeds,"Proceedings of the International Display Workshops, Vol.29, pp.702-705, 2022/12/15

5. Yasutomo Kawanishi, Ichiro Ide, Baidong Chu, Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Daisuke Deguchi: "Detection of Birds in a 3D Environment Referring to Audio-Visual Information,"Proceedings of the 18th IEEE International Conference on Advanced Video and Signal-Based Surveillance, pp.1-7, 2022/11/29 doi

6. Ryusei Hata, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "Detection of distant eye-contact using spatio-temporal pedestrian skeletons,"The 25th IEEE International Conference on Intelligent Transportation Systems (IEEE ITSC 2022), 2022/09/26

7. Hirotaka Kato, Takatsugu Hirayama, Keisuke Doman, Ichiro Ide, Yasutomo Kawanishi, Takahiro Komamizu, Daisuke Deguchi, Hiroshi Murase: "Intuitive Gait Modeling using Mimetic-Words for Gait Description and Generation,"2022 IEEE 5th International Conference on Multimedia Information Processing and Retrieval (MIPR), pp.240-245, 2022/08/03 doi

Domestic Symposiums

1. Yuya Ozaki, Daisuke Deguchi, Yasutomo Kawanishi, Hiroshi Murase: "NeRFモデルを用いた初期値非依存なカメラポーズ推定,"Unknown Journal, 2023-CVIM-233, No.65, pp.476-482, 2023/03/03

2. Hayato Yumiya, Daisuke Deguchi, Yasutomo Kawanishi, Hiroshi Murase: "個人差吸収型距離学習を用いた後ろ向き人物姿勢からの注視領域推定,"Unknown Journal, 2023-CVIM-233, No.58, pp.460-465, 2023/03/03

3. Hiroto Murakami, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "歩行者の注視対象データセットの構築,"Unknown Journal, 2023-CVIM-233, No.57, pp.454-459, 2023/03/03

4. Ryusei Hata, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "Eye-contact Transformer: Eye contact detection of distant pedestrians using a sequence of skeletons and scene features,"IEICE Technical Report (PRMU), 122(404), pp.281-286, 2023/03/03

5. Jiaxin Li, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "Unknown Object Segmentation by View Independent Scene Change Detection,"IEICE Technical Report (PRMU), 122(404), pp.211-216, 2023/03/03

6. Masaya Mizuno, Tomohiro Fujita, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "体格を考慮した歩き方からの手荷物の主観的重さ推定の検討,"IEICE Technical Report (PRMU), 122(404), pp.82-87, 2023/03/02

7. Hayato Yumiya, Daisuke Deguchi, Yasutomo Kawanishi, Hiroshi Murase: "人物姿勢に着目した後ろ向き人物の注視領域推定,"Unknown Journal, 2022-CVIM-231, No.28, pp.1-5, 2022/11/19

8. Takao Narikawa, Daisuke Deguchi, Yasutomo Kawanishi, Hiroshi Murase: "サムネイル画像への見出しレイアウト生成,"Unknown Journal, IS3-76, 2022/07/28

9. Ryusei Hata, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "時空間骨格情報を用いた遠方歩行者のアイコンタクト検出,"Unknown Journal, OS2B-6, 2022/07/27

10. Masaya Mizuno, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "歩容からの身体特徴と動作特徴の分離による 手荷物の物理的・主観的重さ推定,"Unknown Journal, OS2B-4, 2022/07/27

Lectures & Panels

1. Daisuke Deguchi: "Human actionrecognition from images,"Unknown Journal, 2023/01/24

Articles

1. Daisuke Deguchi, Hiroshi Murase: "Evolution of Object Detection Technology,"Unknown Journal, 31(1), pp.1-5, 2023/03/10

Awards

1. Jiaxin Li, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase: "A Preliminary Study on View Independent Panoptic Scene Change Detection,"Best Paper Award, 2023/01/17

Theses

1. Hideaki Takahira: "映像視聴方法の違いが注視に与える影響の分析,"Doctor thesis, 2023/02/24

2. Yuya Ozaki: "NeRFモデルを用いた初期値非依存なカメラポーズ推定,"Bachelor thesis, 2023/02/17

3. Hayato Yumiya: "個人差吸収型距離学習を用いた後ろ向き人物姿勢からの注視領域推定,"Master thesis, 2023/02/08

4. Masaya Mizuno: "Estimation for subjective weight of baggage based on human gait,"Master thesis, 2023/02/08

5. Ryusei Hata: "Eye-contact Detection of Distant Pedestrians Using a Sequence of Skeletons and Scene-context,"Master thesis, 2023/02/08

6. Jiaxin Li: "Unknown Object Segmentation by View Independent Scene Change Detection,"Master thesis, 2023/02/08

We research on various themes using video and images.

Please feel free to contact us if you are interested.

Contact Information

Furo-cho, Chikusa-ku, Nagoya, Japan
IB Building South #457
Phone: 052-789-3310
Fax: 052-789-3807