视觉与机器人

多模态信息融合

面向图像、视频、多传感器和跨模态感知的信息融合，包括 Image Fusion、红外可见光、遥感、医学影像、LiDAR/雷达/相机和音视频融合。

2025-09-04 至 2025-09-04 共收录 4 篇信号源：cs.CV, eess.IV, eess.SP, cs.RO, cs.MM

1. 通用Image Fusion 1 篇

2509.03066 2025-09-04 eess.SP cs.AI cs.LG 57%

S2M2ECG: Spatio-temporal bi-directional State Space Model Enabled Multi-branch Mamba for ECG

Huaicheng Zhang, Ruoxin Wang, Chenlian Zhou, Jiguang Shi, Yue Ge, Zhoutong Li, Sheng Chang, Hao Wang, Jin He, Qijun Huang

机构 * School of Physics and Technology（物理与技术学院）； Wuhan University（武汉大学）； Pratt School of Engineering（工程学院）； Duke University（杜克大学）； Faculty of Artificial Intelligence in Education（教育人工智能学院）； Central China Normal University（中部师范大学）； Huangpu Branch of Shanghai Ninth People’s Hospital（上海第九人民医院黄浦分院）

专题命中通用Image Fusion ：information fusion(abstract)；分类 eess.SP

2. 红外-可见光融合 1 篇

2509.02424 2025-09-04 cs.CV 83%

Faster and Better: Reinforced Collaborative Distillation and Self-Learning for Infrared-Visible Image Fusion

Yuhao Wang, Lingjuan Miao, Zhiqiang Zhou, Yajun Qiao, Lei Zhang

机构 * Yuhao Wang, Lingjuan Miao, Zhiqiang Zhou, Yajun Qiao, Lei Zhang（作者）

专题命中红外-可见光融合：image fusion(title,abstract)；infrared and visible(abstract)；分类 cs.CV

3. 融合架构与评测 2 篇

2509.03408 2025-09-04 cs.CV cs.LG 57%

Scalable and Loosely-Coupled Multimodal Deep Learning for Breast Cancer Subtyping

Mohammed Amer, Mohamed A. Suliman, Tu Bui, Nuria Garcia, Serban Georgescu

机构 * Fujitsu Research of Europe Ltd（富士通欧洲研究有限公司）

专题命中融合架构与评测：multimodal fusion(abstract)；分类 cs.CV

2509.03029 2025-09-04 cs.LG 50%

Multimodal learning of melt pool dynamics in laser powder bed fusion

Satyajit Mojumder, Pallock Halder, Tiana Tonge

专题命中融合架构与评测：multimodal fusion(abstract)

Comments 20 pages, 6 figures, 1 table