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。

2025-08-06 至 2025-08-06 共收录 5 篇信号源：cs.CV, eess.IV, eess.SP, cs.RO, cs.MM

1. 通用Image Fusion 2 篇

2508.03008 2025-08-06 eess.IV cs.AI cs.CV 73%

ClinicalFMamba: Advancing Clinical Assessment using Mamba-based Multimodal Neuroimaging Fusion

Meng Zhou, Farzad Khalvati

机构 * TD Bank Group, Toronto, Canada（TD银行集团，加拿大）； Department of Computer Science, University of Toronto, Toronto, Canada（多伦多大学计算机科学系，加拿大）； Department of Medical Imaging, University of Toronto, Toronto, Canada（多伦多大学医学影像系，加拿大）

专题命中通用Image Fusion ：image fusion(abstract)；medical image fusion(abstract)；分类 cs.CV、eess.IV

Comments Accepted at MICCAI MLMI 2025 Workshop

2508.03277 2025-08-06 cs.CV 57%

Efficient Multi-Slide Visual-Language Feature Fusion for Placental Disease Classification

Hang Guo, Qing Zhang, Zixuan Gao, Siyuan Yang, Shulin Peng, Xiang Tao, Ting Yu, Yan Wang, Qingli Li

专题命中通用Image Fusion ：multimodal fusion(abstract)；分类 cs.CV

Comments Accepted by ACMMM'25

2. 融合架构与评测 3 篇

2507.08344 2025-08-06 cs.CV 79%

MM-Gesture: Towards Precise Micro-Gesture Recognition through Multimodal Fusion

Jihao Gu, Fei Wang, Kun Li, Yanyan Wei, Zhiliang Wu, Dan Guo

机构 * University College London (UCL)（伦敦大学学院）； School of Computer Science（计算机科学学院）； Information Engineering, School of Artificial Intelligence, Hefei University of Technology (HFUT)（信息工程学院，人工智能学院，合肥工业大学）； ReLER, CCAI, Zhejiang University, China（ReLER、CCAI、浙江大学，中国）； Key Laboratory of Knowledge Engineering with Big Data (HFUT), Ministry of Education（大数据知识工程重点实验室（HFUT），教育部）； Institute of Artificial Intelligence, Hefei Comprehensive National Science Center, China（人工智能研究所，合肥综合性国家科学中心，中国）； Xinsight Lab, Research Institute, Hefei Zhongjuyuan Intelligent Technology Co., Ltd., China（Xinsight实验室，研究院，合肥中睿智能科技有限公司，中国）

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

Comments 1st Place in Micro-gesture Classification sub-challenge in 3rd MiGA at IJCAI 2025

2406.01455 2025-08-06 cs.CV cs.AI cs.LG 57%

Automatic Fused Multimodal Deep Learning for Plant Identification

Alfreds Lapkovskis, Natalia Nefedova, Ali Beikmohammadi

机构 * Department of Computer and Systems Sciences（计算机与系统科学系）

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

Journal ref Front. Plant Sci., 05 August 2025

2308.02562 2025-08-06 cs.CV cs.AI cs.CY cs.LG 57%

Beyond Images: Adaptive Fusion of Visual and Textual Data for Food Classification

Prateek Mittal, Puneet Goyal, Joohi Chauhan

机构 * Motilal Nehru National Institute of Technology Allahabad, India（Motilal Nehru国立技术学院Allahabad分校）； Indian Institute of Technology Ropar, India（印度理工学院Ropar分校）

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