Scholar
Daisuke Deguchi
Google Scholar ID: OO215U0AAAAJ
名古屋大学大学院情報学研究科知能システム学専攻
Citations & Impact
Citations
1,109
H-index
16
i10-index
27
Publications
20
Co-authors
43
list available
Contact
No contact links provided.
Publications
Resume (English only)
Academic Achievements
- Publications:
- 1. Zhenzhen Quan, Jialei Chen, Daisuke Deguchi, Jie Sun, Chenkai Zhang, Yujun Li, Hiroshi Murase, "Semantic matters: A constrained approach for zero-shot video action recognition," Pattern Recognition, Vol.162, p.111402, 2025/06/01
- 2. Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase, "Toward Explainable End-to-End Driving Models via Simplified Objectification Constraints," IEEE Transactions on Intelligent Transportation Systems, 25(10), pp.14521-14534, 2024/10/01
- 3. Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase, "Frozen is better than learning: A new design of prototype-based classifier for semantic segmentation," Pattern Recognition, Vol.152, 2024/08/01
- 4. Ryusei Hata, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase, "Eye-contact Transformer: Eye contact detection for distant pedestrians considering scene context," IEICE Transactions on Information and Systems, J107-D, No.4, pp.231-242, 2024/04/01
- 5. Masaya Mizuno, Tomohiro Fujita, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase, "Subjective Baggage-Weight Estimation Based on Human Walking Behavior," IEEE Access, Vol.12, pp.39390-39398, 2024/03/13
- 6. Hiroki Tatemichi, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Category-Level Object Pose Estimation in Heavily Cluttered Scenes by Generalized Two-Stage Shape Reconstructor," IEEE Access, Vol.12, pp.33440-33448, 2024/03/01
- 7. Meng Zhang, Rujie Liu, Daisuke Deguchi, Hiroshi Murase, "Texture-guided transfer learning for low-quality face recognition," IEEE Transactions on Image Processing, 2023/11/30
- 8. Chihaya Matsuhira, Marc A. Kastner, Takahiro Komamizu, Ichiro Ide, Takatsugu Hirayama, Yasutomo Kawanishi, Keisuke Doman, Daisuke Deguchi, "Computational measurement of perceived pointiness from pronunciation," Multimedia Tools and Applications, 2023/08/29
- 9. Kazuma Takeda, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, Kunihiro Kashiwano, "Estimation of attention target position and attention degree from the spatiotemporal integration of audience's face orientation," IEICE Transactions on Information and Systems, J106-A, No.3, pp.58-69, 2023/03/01
- 10. 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
- 11. Hideaki Takahira, Mibu Shinohara, Yusuke Nosaka, Masaya Yokouchi, Mitsuo Yamada, Takatsugu Hirayama, Yasutomo Kawanishi, Daisuke Deguchi, Ichiro Ide, Hiroshi Murase, "Analysis of gaze distribution during surround video viewing," Journal of the Virtual Reality Society of Japan, 24(3), pp.195-204, 2022/08/25
- 12. Fumikyo Nishimura, Naoki Akai, Takatsugu Hirayama, Haileong Liu, Yasutomo Kawanishi, Daisuke Deguchi, Hiroshi Murase, "Two-stage input-output hidden Markov model for modeling interaction behavior between vehicles and pedestrians," IEICE Transactions on Information and Systems, 63(8), pp.1371-1382, 2022/08/15
- 13. 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
- 14. Yuki Furitsu, Daisuke Deguchi, Yasutomo Kawanishi, Ichiro Ide, Hiroshi Murase, Koji Mukushima, Nozomu Nagamine, "SfM-student: Semantic segmentation from train front images using data augmentation with SfM method," IEICE Transactions on Information and Systems, J105-A, No.4, pp.48-57, 2022/04/01
Research Experience
- Position: Associate Professor at the Graduate School of Information Science, Intelligent Systems, Nagoya University
Education
- Degree: Ph.D. (Information Science)
- University: Nagoya University
- Major: Intelligent Systems, Graduate School of Information Science
Background
- Research Interests: Image processing/pattern recognition/computer vision, 3D image processing/dynamic image processing, surrounding environment recognition from vehicle camera videos, medical image processing (bronchoscope navigation system)
- Field: Intelligent Systems
- Brief Introduction: Associate Professor at the Graduate School of Information Science, Nagoya University, Ph.D. (Information Science)
