1. Jialei Chen, Zhenzhen Quan, Chenkai Zhang, Xu Zheng, Daisuke Deguchi, Hiroshi Murase: "CLIP-to-Seg Distillation for Zero-shot Semantic Segmentation,"IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2025/09/28 doi

2. 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 doi

1. Hiroyuki Tatsumi, Daisuke Deguchi, Seigo Ito, Hiroshi Murase: "Pedestrians' Gaze Object Estimation in Traffic Scene Considering Relationships Among Multiple Pedestrians,"International Workshop on Advanced Image Technology (IWAIT), 2026/01/12

2. Jialei Chen, Xu Zheng, Dongyue Li, CHONG YI, Seigo Ito, Danda Pani Paudel, Luc Van Gool, Hiroshi Murase, Daisuke Deguchi: "Split Matching for Inductive Zero-shot Semantic Segmentation,"British Machine Vision Conference (BMVC 2025), 2025/12/05

3. Jialei Chen, Dongyue Li, CHONG YI, Xu Zheng, Seigo Ito, Hiroshi Murase, Daisuke Deguchi: "Semantic-driven Distillation for Semantic Segmentation with Unknown Classes,"IEEE International Conference on Intelligent Transportation Systems (ITSC), 2025/11/18

1. 横山 航大, Daisuke Deguchi, Seigo Ito, Hiroshi Murase: "A Study on Estimating Pedestrian Crossing Intentions Using First-Token Representations of VLM,"IEICE General Conference, 2026/03/10

2. 長江 和馬, Daisuke Deguchi, Hiroshi Murase, Seigo Ito: "3D Pose Estimation from Human Silhouette Images,"IEICE General Conference, 2026/03/09

3. 関剛志, Daisuke Deguchi, Seigo Ito, Hiroshi Murase, Hiroki Mukoujima, Nozomi Nagamine: "A study on Frame Alignment in Train Front-View Videos via Local Spatial Embeddings,"IEICE General Conference, 2026/03/09

4. 坂口 駿哉, Daisuke Deguchi, Hiroshi Murase, Seigo Ito: "Instance Segmentation in Densely Packed Environments,"IEICE General Conference, 2026/03/09

1. CHONG YI, Daisuke Deguchi, Seigo Ito, Hiroshi Murase: "Leveraging Global Semantics from Captions for Referring Image Segmentation,"Proceedings of 28th Meeting on Image Recognition and Understanding (MIRU2025), 2025/08/08

2. Hiroyuki Tatsumi, Daisuke Deguchi, Hiroshi Murase, Seigo Ito: "複数歩行者間の関係性を考慮した注視対象物推定の全体最適化に関する検討,"Proceedings of 28th Meeting on Image Recognition and Understanding (MIRU2025), 2025/08/07

3. Kota Mizukami, Daisuke Deguchi, Haruya Kyutoku, Tsubasa Minematsu, Hiroshi Murase: "講義スライドのコンテンツ解析に基づく ハイライト表示付き講義動画の自動生成に関する検討,"Proceedings of 28th Meeting on Image Recognition and Understanding (MIRU2025), 2025/08/07

4. Dongyue Li, Daisuke Deguchi, Hiroshi Murase: "Landmark-guided Contextual Queries for Robust Visual Place Recognition,"Proceedings of 28th Meeting on Image Recognition and Understanding (MIRU2025), 2025/08/01

5. Jialei Chen, Daisuke Deguchi, Seigo Ito, Hiroshi Murase: "Pyramid Window Attention for Open-Vocabulary Semantic Segmentation Inference,"Proceedings of 28th Meeting on Image Recognition and Understanding (MIRU2025), 2025/07/29

6. Jialei Chen, Daisuke Deguchi, Seigo Ito, Hiroshi Murase: "Rethinking Multimodal Semantic Segmentation: Maximizing the Contribution of Each Modality,"Proceedings of 28th Meeting on Image Recognition and Understanding (MIRU2025), 2025/07/29

1. Daisuke Deguchi: "AIとは？,"Unknown Journal, 2025/10/24

1. Hiroyuki Tatsumi, Daisuke Deguchi, Seigo Ito, Hiroshi Murase: "Pedestrians' Gaze Object Estimation in Traffic Scene Considering Relationships Among Multiple Pedestrians,"Best Paper Award, 2026/01/12

2. Jialei Chen: "Pyramid Window Attention for Open-Vocabulary Semantic Segmentation Inference,"MIRU学⽣奨励賞, 2025/08/01