Publications 2023

Journals

1. 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 doi

2. 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 doi

3. 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 doi

4. 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 doi

International Conferences

1. Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase: "Comprehensive Evaluation of End-to-End Driving Model Explanations for Autonomous Vehicles,"Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP) 2024, Vol.2, 2184-4321, pp.509-518, 2024/02/27

2. Hiroto Murakami, Jialei Chen, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "Pedestrian's Gaze Object Detection in Traffic Scene,"Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP) 2024, Vol.2, pp.333-340, 2024/02/27

3. Chenkai Zhang, Daisuke Deguchi, Hiroshi Murase: "Refined Objectification for Improving End-to-End Driving Model Explanation Persuasibility,"Proceedings of 2023 IEEE Intelligent Vehicles Symposium (IV2023), 2023/06/05 doi

Domestic Conferences

1. 水上皓太, Daisuke Deguchi, Hiroshi Murase: "A preliminary study on colorized NeRF with grayscale images.,"Unknown Journal, pp.687-688, 2024/03/17

2. 松雄なずな, Daisuke Deguchi, Hiroshi Murase: "A preliminary study on front image generation from back by diffusion model,"Unknown Journal, 2024/03/17

3. Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase: "A Study on Fixed Orthogonal Prototype Classifier for Semantic Segmentation,"Pattern Recognition and Media Understanding (PRMU), 2024/01/26

Domestic Symposiums

1. Hiroto Murakami, Jialei Chen, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "交通シーン画像からの歩行者の注視対象物推定,"Dynamic Image processing for real Application (DIA), pp.171-178, 2024/03/04

2. Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase: "A Preliminary Study on Pre-training for Improved Explainability in End-to-End Driving Models,"Pattern Recognition and Media Understanding (PRMU), 2024/01/26

3. Yuya Ozaki, Daisuke Deguchi, Hiroshi Murase, Yasutomo Kawanishi, Haruya Kyutoku: "少量の学習ログからの成績予測モデル構築に関する予備的検討,"Unknown Journal, 2023-CLE-41, No.18, pp.1-5, 2023/12/03

4. Hiroto Murakami, Jialei Chen, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "交通シーンにおける歩行者の注視対象物推定の検討,"Proceedings of the 26th Meeting on Image Recognition & Understanding (MIRU2023), IS1-114, 2023/07/26

5. Chenkai Zhang, Daisuke Deguchi, Hiroshi Murase: "Explainability Enhancement module for End-to-End Driving Models by Focusing on the important objects,"Proceedings of the 26th Meeting on Image Recognition & Understanding (MIRU2023), OS2B-S5, 2023/07/26

Lectures & Panels

1. Daisuke Deguchi: "先進ビークル研究 ―カメラを用いた自車位置推定等ー,"Unknown Journal, 2023/09/29

Awards

1. 水上皓太, Daisuke Deguchi, Hiroshi Murase: "A preliminary study on colorized NeRF with grayscale images.,"学生奨励賞, 2024/03/21

2. Hiroto Murakami, Jialei Chen, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase: "交通シーン画像からの歩行者の注視対象物推定,"研究奨励賞, 2024/03/04

3. Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase: "A Preliminary Study on Pre-training for Improved Explainability in End-to-End Driving Models,"PRMU月間ベストプレゼンテーション賞, 2024/02/25

Theses

1. 松雄なずな: "A preliminary study on front image generation from back by diffusion model,"Bachelor thesis, 2024/02/19

2. 水上皓太: "A study on colorized NeRF with grayscale images,"Bachelor thesis, 2024/02/19

3. Hiroto Murakami: "Pedestrians' Gaze Object Detection from Traffic Scene Images,"Master thesis, 2024/02/06

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