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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。

2025-09-03 至 2025-09-03 共收录 8 信号源:cs.CV, eess.IV, eess.SP, cs.RO, cs.MM

1. 通用Image Fusion 1 篇

2406.06594 2025-09-03 q-fin.CP cs.AI cs.LG 50%

Stock Movement Prediction with Multimodal Stable Fusion via Gated Cross-Attention Mechanism

Chang Zong, Hang Zhou

机构 * School of Information and Electronic Engineering, Zhejiang University of Science and Technology(浙江理工大学信息与电子工程学院) Department of Finance Accounting and Economics, Business School of Nottingham University(诺丁汉大学商学院金融会计与经济学系)

专题命中 通用Image Fusion :multimodal fusion(abstract)

Comments 14 pages, 10 figures

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2. 红外-可见光融合 3 篇

2509.00346 2025-09-03 cs.CV 90%

LUT-Fuse: Towards Extremely Fast Infrared and Visible Image Fusion via Distillation to Learnable Look-Up Tables

Xunpeng Yi, Yibing Zhang, Xinyu Xiang, Qinglong Yan, Han Xu, Jiayi Ma

机构 * Electronic Information School, Wuhan University(武汉大学电子信息学院) School of Automation, Southeast University(东南大学自动化学院)

专题命中 红外-可见光融合 :image fusion(title,abstract);infrared and visible(title,abstract);multi-modal fusion(abstract);multi-modal image fusion(abstract)

Comments Accepted by ICCV 2025

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2508.20817 2025-09-03 cs.CV 86%

FusionCounting: Robust visible-infrared image fusion guided by crowd counting via multi-task learning

He Li, Xinyu Liu, Weihang Kong, Xingchen Zhang

机构 * School of Information Science and Engineering, Yanshan University(燕山大学信息科学与工程学院) Fusion Intelligence Laboratory, Department of Computer Science, University of Exeter(埃克塞特大学计算机科学系融合智能实验室)

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

Comments 11 pages, 9 figures

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2509.02159 2025-09-03 physics.optics 50%

NIR/VIS dual-comb spectroscopy comparing high and low repetition rate regimes

Alexander Eber, Mithun Pal, Lukas Fürst, Emily Hruska, Christoph Gruber, Marcus Ossiander, Birgitta Bernhardt

专题命中 红外-可见光融合 :infrared and visible(abstract)

Comments Authors Eber and Pal contributed equally

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3. 遥感融合与全色锐化 1 篇

2509.00677 2025-09-03 cs.CV 57%

CSFMamba: Cross State Fusion Mamba Operator for Multimodal Remote Sensing Image Classification

Qingyu Wang, Xue Jiang, Guozheng Xu

机构 * Shanghai Jiao Tong University(上海交通大学)

专题命中 遥感融合与全色锐化 :multimodal fusion(abstract);分类 cs.CV

Comments 5 pages, 2 figures, accpeted by 2025 IEEE International Geoscience and Remote Sensing Symposium(IGARSS 2025),not published yet

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4. 融合架构与评测 3 篇

2506.17761 2025-09-03 cs.LG 71%

Towards a Unified Textual Graph Framework for Spectral Reasoning via Physical and Chemical Information Fusion

Jiheng Liang, Ziru Yu, Zujie Xie, Yuchen Guo, Yulan Guo, Xiangyang Yu

专题命中 融合架构与评测 :information fusion(title)

Comments We need to further modify and supplement the experiment

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2509.00727 2025-09-03 eess.SP 57%

Uninformed-to-Informed Estimation: A Ping-Pong Positioning Method for Multi-user Wideband mmWave Systems

Lin Guo, Tiejun Lv, Yashuai Cao, Mugen Peng

专题命中 融合架构与评测 :information fusion(abstract);分类 eess.SP

Comments 16 pages, 13 figures, Accepted by IEEE Transactions on Communications

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2509.00042 2025-09-03 cs.CV cs.AI 57%

ARTPS: Depth-Enhanced Hybrid Anomaly Detection and Learnable Curiosity Score for Autonomous Rover Target Prioritization

Poyraz Baydemir

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

Comments 18 pages, 12 figures, 4 table, autonomous exploration, Mars rover, computer vision, anomaly detection, depth estimation, curiosity-driven exploration

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