Image Fusion - arXivDaily 专题

2511.00598 2025-11-04 eess.IV cs.CV 50%

GDROS: A Geometry-Guided Dense Registration Framework for Optical-SAR Images under Large Geometric Transformations

Zixuan Sun, Shuaifeng Zhi, Ruize Li, Jingyuan Xia, Yongxiang Liu, Weidong Jiang

机构 * College of Electronic Science and Technology, National University of Defense Technology（电子科学与技术学院，国防科技大学）

专题命中 Image Fusion ：image fusion(abstract)

Comments To be published in IEEE Transactions on Geoscience and Remote Sensing (T-GRS) 2025

2510.21396 2025-10-27 cs.CV 50%

Depth-Supervised Fusion Network for Seamless-Free Image Stitching

Zhiying Jiang, Ruhao Yan, Zengxi Zhang, Bowei Zhang, Jinyuan Liu

机构 * College of Information Science and Technology, Dalian Maritime University（大连海事大学信息科学与技术学院）； School of Software Technology, Dalian University of Technology（大连理工大学软件学院）

专题命中 Image Fusion ：image fusion(abstract)

Comments Accepted to Neurips 2025

2510.20438 2025-10-24 cs.CV cs.AI 50%

Dynamic Weight Adjustment for Knowledge Distillation: Leveraging Vision Transformer for High-Accuracy Lung Cancer Detection and Real-Time Deployment

Saif Ur Rehman Khan, Muhammad Nabeel Asim, Sebastian Vollmer, Andreas Dengel

机构 * German Research Center for Artificial Intelligence（德国人工智能研究中心）； Intelligentx GmbH

专题命中 Image Fusion ：image fusion(abstract)

2505.19858 2025-10-22 cs.CV 50%

A Unified Solution to Video Fusion: From Multi-Frame Learning to Benchmarking

Zixiang Zhao, Haowen Bai, Bingxin Ke, Yukun Cui, Lilun Deng, Yulun Zhang, Kai Zhang, Konrad Schindler

机构 * ETH Zürich（苏黎世联邦理工学院）； Xi’an Jiaotong University（西安交通大学）； Shanghai Jiao Tong University（上海交通大学）； Nanjing University（南京大学）

专题命中 Image Fusion ：image fusion(abstract)

Comments Accepted by NeurIPS 2025 (Spotlight)

2404.00838 2025-10-14 cs.CV 50%

3MOS: Multi-sources, Multi-resolutions, and Multi-scenes dataset for Optical-SAR image matching

Yibin Ye, Xichao Teng, Shuo Chen, Yijie Bian, Tao Tan, Zhang Li

机构 * National University of Defense Technology（国防科技大学）； Macao Polytechnic University（澳门理工学院）

专题命中 Image Fusion ：image fusion(abstract)

Comments 20pages 17 figures

Journal ref Visual Intelligence, 3(1), 1-27 (2025)

2504.10871 2025-10-14 cs.CV 50%

DDFusion:Degradation-Decoupled Fusion Framework for Robust Infrared and Visible Images Fusion

Tianpei Zhang, Jufeng Zhao, Yiming Zhu, Guangmang Cui, Yuxin Jing

专题命中 Image Fusion ：image fusion(abstract)

2509.23815 2025-09-30 cs.CV cs.AI cs.LG 50%

A Multi-Camera Vision-Based Approach for Fine-Grained Assembly Quality Control

Ali Nazeri, Shashank Mishra, Achim Wagner, Martin Ruskowski, Didier Stricker, Jason Rambach

专题命中 Image Fusion ：image fusion(abstract)

Comments 6 pages, 3 figures. Accepted for presentation at EUSIPCO 2025 (European Signal Processing Conference)

2506.13733 2025-09-17 eess.IV eess.SP 50%

Robust Recursive Fusion of Multiresolution Multispectral Images with Location-Aware Neural Networks

Haoqing Li, Ricardo Borsoi, Tales Imbiriba, Pau Closas

专题命中 Image Fusion ：image fusion(abstract)

2509.05953 2025-09-09 cs.CV 50%

Dual Interaction Network with Cross-Image Attention for Medical Image Segmentation

Jeonghyun Noh, Wangsu Jeon, Jinsun Park

机构 * Department of Information Convergence Engineering, Pusan National University（convergence工程系，釜山国立大学）； School of Computer Engineering, Kyungnam University（计算机工程学院，庆尚大学）； School of Computer Science and Engineering, Pusan National University（计算机科学与工程学院，釜山国立大学）

专题命中 Image Fusion ：image fusion(abstract)

Comments 16pages

Journal ref Pattern Recognition Letters 197C (2025) pp. 332-338

2508.17817 2025-08-26 cs.CV 50%

TemCoCo: Temporally Consistent Multi-modal Video Fusion with Visual-Semantic Collaboration

Meiqi Gong, Hao Zhang, Xunpeng Yi, Linfeng Tang, Jiayi Ma

机构 * Electronic Information School, Wuhan University, Wuhan 430072, China（武汉大学电子信息学院）

专题命中 Image Fusion ：image fusion(abstract)

Comments Accepted by ICCV 2025

2402.19160 2025-08-18 cs.CV 50%

Effective Message Hiding with Order-Preserving Mechanisms

Gao Yu, Qiu Xuchong, Ye Zihan

机构 * Bosch Corporate Research（博世企业研究）

专题命中 Image Fusion ：image fusion(abstract)

Comments BMVC 2024

2508.08602 2025-08-13 eess.SP 50%

Biomedical Signal Processing: EEG and ECG Classification with Discrete Wavelet Transforms, Energy Distribution, and Convolutional Neural Networks

Justin London

专题命中 Image Fusion ：image fusion(abstract)

2508.07803 2025-08-12 cs.CV 50%

MambaTrans: Multimodal Fusion Image Translation via Large Language Model Priors for Downstream Visual Tasks

Yushen Xu, Xiaosong Li, Zhenyu Kuang, Xiaoqi Cheng, Haishu Tan, Huafeng Li

机构 * School of Physics and Optoelectronic Engineering（物理与光电工程学院）； Guangdong-HongKong-Macao Joint Laboratory for Intelligent Micro-Nano Optoelectronic Technology（粤港澳联合智能微纳光电技术实验室）； School of Information Engineering and Automation（信息工程与自动化学院）

专题命中 Image Fusion ：image fusion(abstract)

2508.03008 2025-08-06 eess.IV cs.AI cs.CV 50%

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 Image Fusion ：image fusion(abstract)

Comments Accepted at MICCAI MLMI 2025 Workshop

2507.20574 2025-07-29 cs.CV 50%

LSFDNet: A Single-Stage Fusion and Detection Network for Ships Using SWIR and LWIR

Yanyin Guo, Runxuan An, Junwei Li, Zhiyuan Zhang

机构 * Zhejiang University（浙江大学）； Singapore Management University（新加坡管理学院）

专题命中 Image Fusion ：image fusion(abstract)

Comments ACMMM2025

2507.16360 2025-07-23 eess.IV cs.CV 50%

A High Magnifications Histopathology Image Dataset for Oral Squamous Cell Carcinoma Diagnosis and Prognosis

Jinquan Guan, Junhong Guo, Qi Chen, Jian Chen, Yongkang Cai, Yilin He, Zhiquan Huang, Yan Wang, Yutong Xie

机构 * School of Software Engineering, South China University of Technology（华南理工大学软件工程学院）； Department of Oral and Maxillofacial Surgery, Sun Yat-sen Memorial Hospital, Sun Yat-sen University（中山大学口腔颌面外科医院）； Mohamed Bin Zayed University of Artificial Intelligence（马尔代夫人工智能大学）； School of Computer Science, University of Adelaide（阿德莱德大学计算机科学学院）

专题命中 Image Fusion ：image fusion(abstract)

Comments 12 pages, 11 tables, 4 figures

2507.00849 2025-07-02 cs.CV 50%

UAVD-Mamba: Deformable Token Fusion Vision Mamba for Multimodal UAV Detection

Wei Li, Jiaman Tang, Yang Li, Beihao Xia, Ligang Tan, Hongmao Qin

机构 * College of Mechanical and Vehicle Engineering, Hunan University（湖南大学机械与车辆工程学院）； School of Electronic Information and Communications, Huazhong University of Science and Technology（华中科技大学电子信息与通信学院）

专题命中 Image Fusion ：image fusion(abstract)

Comments The paper was accepted by the 36th IEEE Intelligent Vehicles Symposium (IEEE IV 2025)

2408.13980 2025-06-25 cs.CV 50%

FusionSAM: Visual Multi-Modal Learning with Segment Anything

Daixun Li, Weiying Xie, Mingxiang Cao, Yunke Wang, Yusi Zhang, Leyuan Fang, Yunsong Li, Chang Xu

机构 * Xidian University（西安电子科技大学）； University of Sydney（悉尼大学）； Hunan University（湖南大学）

专题命中 Image Fusion ：image fusion(abstract)

2506.16784 2025-06-24 cs.CV cs.MM 50%

TextBraTS: Text-Guided Volumetric Brain Tumor Segmentation with Innovative Dataset Development and Fusion Module Exploration

Xiaoyu Shi, Rahul Kumar Jain, Yinhao Li, Ruibo Hou, Jingliang Cheng, Jie Bai, Guohua Zhao, Lanfen Lin, Rui Xu, Yen-wei Chen

机构 * Ritsumeikan University, Osaka, Japan（日立胜部大学）； Department of Magnetic Resonance Imaging, the First Affiliated Hospital of Zhengzhou University（郑州大学第一附属医院磁共振成像科）； Zhejiang University, Hangzhou, China（浙江大学）； Dalian University of Technology, Dalian, China（大连理工大学）

专题命中 Image Fusion ：image fusion(abstract)

2506.18321 2025-06-24 cs.CV 50%

Attention-Based Ensemble Learning for Crop Classification Using Landsat 8-9 Fusion

Zeeshan Ramzan, Nisar Ahmed, Qurat-ul-Ain Akram, Shahzad Asif, Muhammad Shahbaz, Rabin Chakrabortty, Ahmed F. Elaksher

专题命中 Image Fusion ：image fusion(abstract)

Comments Under review in Earth Systems and Environment

2503.03507 2025-06-24 cs.CV 50%

Mineral segmentation using electron microscope images and spectral sampling through multimodal graph neural networks

Samuel Repka, Bořek Reich, Fedor Zolotarev, Tuomas Eerola, Pavel Zemčík

机构 * Lappeenranta-Lahti University of Technology（拉佩宁塔-拉赫蒂技术大学）； Brno University of Technology - Faculty of Information Technology（布拉格技术大学-信息科技学院）

专题命中 Image Fusion ：image fusion(abstract)

2506.08650 2025-06-12 cs.CV 50%

Beyond Calibration: Physically Informed Learning for Raw-to-Raw Mapping

Peter Grönquist, Stepan Tulyakov, Dengxin Dai

机构 * Huawei Research（华为研究）

专题命中 Image Fusion ：image fusion(abstract)

2506.03181 2025-06-05 eess.IV cs.CV 50%

Dc-EEMF: Pushing depth-of-field limit of photoacoustic microscopy via decision-level constrained learning

Wangting Zhou, Jiangshan He, Tong Cai, Lin Wang, Zhen Yuan, Xunbin Wei, Xueli Chen

机构 * Center for Biomedical-photonics and Molecular Imaging（生物医学光子学与分子成像中心）； Xi’an Key Laboratory of Intelligent Sensing and Regulation of trans-Scale Life Information（西安智能感知与跨尺度生命信息调节重点实验室）； School of Life Science and Technology（生命科学与技术学院）； School of Computer Science and Engineering（计算机科学与工程学院）； Faculty of Health Sciences（健康科学学院）； Laboratory of Carcinogenesis and Translational Research (Ministry of Education/Beijing)（致癌研究与转化医学实验室（教育部/北京））

专题命中 Image Fusion ：image fusion(abstract)

2505.24605 2025-06-02 eess.IV cs.CV 50%

Model-Guided Network with Cluster-Based Operators for Spatio-Spectral Super-Resolution

Ivan Pereira-Sánchez, Julia Navarro, Ana Belén Petro, Joan Duran

机构 * Institute of Applied Computing and Community Code (IAC3)（应用计算与社区代码研究所）； Dept. of Mathematics and Computer Science, Universitat de les Illes Balears（数学与计算机科学系，巴利阿里大学）

专题命中 Image Fusion ：image fusion(abstract)

2404.14955 2025-05-22 cs.CV 50%

A Comprehensive Survey for Hyperspectral Image Classification: The Evolution from Conventional to Transformers and Mamba Models

Muhammad Ahmad, Salvatore Distifano, Adil Mehmood Khan, Manuel Mazzara, Chenyu Li, Hao Li, Jagannath Aryal, Yao Ding, Gemine Vivone, Danfeng Hong

机构 * Department of Computer Science, National University of Computer and Emerging Sciences（计算机科学系，国立计算机与新兴科学大学）； Dipartimento di Matematica e Informatica-MIFT, University of Messina（数学与信息学系-MIFT，墨西拿大学）； School of Computer Science, University of Hull（计算机科学学院，赫尔大学）； Institute of Software Development and Engineering, Innopolis University（软件开发与工程研究所，因诺波利斯大学）； Aerospace Information Research Institute, Chinese Academy of Sciences（航空信息研究所，中国科学院）； Big Geospatial Data Management, Technical University of Munich（大规模地理空间数据管理，慕尼黑技术大学）； Department of Infrastructure Engineering, University of Melbourne（基础设施工程系，墨尔本大学）； Intelligent Control Laboratory, PLA Rocket Force University of Engineering（智能控制实验室，中国人民解放军火箭军工程大学）； Institute of Methodologies for Environmental Analysis, National Research Council（环境分析方法研究所，国家研究理事会）； School of Electronic, Electrical and Communication Engineering, University of Chinese Academy of Sciences（电子、电气与通信工程学院，中国科学院大学）

专题命中 Image Fusion ：image fusion(abstract)

2505.12251 2025-05-20 cs.CV 50%

SMFusion: Semantic-Preserving Fusion of Multimodal Medical Images for Enhanced Clinical Diagnosis

Haozhe Xiang, Han Zhang, Yu Cheng, Xiongwen Quan, Wanwan Huang

机构 * College of Information and Intelligence, Hunan Agricultural University（湖南农业大学信息与智能学院）； College of Artificial Intelligence, Nankai University（南开大学人工智能学院）

专题命中 Image Fusion ：image fusion(abstract)

2505.04512 2025-05-09 cs.CV 50%

HunyuanCustom: A Multimodal-Driven Architecture for Customized Video Generation

Teng Hu, Zhentao Yu, Zhengguang Zhou, Sen Liang, Yuan Zhou, Qin Lin, Qinglin Lu

机构 * Tencent Hunyuan（腾讯文汇）

专题命中 Image Fusion ：image fusion(abstract)

2505.04526 2025-05-08 cs.CV cs.AI 50%

DFVO: Learning Darkness-free Visible and Infrared Image Disentanglement and Fusion All at Once

Qi Zhou, Yukai Shi, Xiaojun Yang, Xiaoyu Xian, Lunjia Liao, Ruimao Zhang, Liang Lin

机构 * School of Information Engineering, Guangdong University of Technology（广东技术大学信息工程学院）； Key Laboratory of Photonic Technology for Integrated Sensing and Communication, Ministry of Education of China（中国教育部长 Photonic Technology for Integrated Sensing and Communication 重点实验室）； CRRC Institute Co., Ltd.（CRRC研究院）； UBTECH Robotics Co., Ltd（UBTECH机器人有限公司）； School of Data Science, The Chinese University of Hong Kong, Shenzhen（香港中文大学（深圳）数据科学学院）； School of Data and Computer Science, Sun Yat-sen University（中山大学数据与计算机科学学院）

专题命中 Image Fusion ：image fusion(abstract)

2504.20516 2025-04-30 physics.optics 50%

Spatial-enhanced Reflective Coded Aperture Snapshot Spectral Imaging

Jiayu Di, Yantao Jin, Zhenming Yu, Liming Cheng, Jingyue Ma, Ning Zhan, Kun Xu

专题命中 Image Fusion ：image fusion(abstract)

2504.13692 2025-04-21 cs.CV 50%

Zebrafish Counting Using Event Stream Data

Qianghua Chen, Huiyu Wang, Li Ming, Ying Zhao

专题命中 Image Fusion ：image fusion(abstract)