多模态信息融合

Bayesian Fully-Connected Tensor Network for Hyperspectral-Multispectral Image Fusion

Linsong Shan, Zecan Yang, Laurence T. Yang, Changlong Li, Honglu Zhao, Xin Nie

机构 * School of Computer Science and Technology, Huazhong University of Science and Technology（华中科技大学计算机科学与技术学院） ； School of Computer Science and Artificial Intelligence, Zhengzhou University（郑州大学计算机科学与人工智能学院） ； Department of Computer Science, St. Francis Xavier University（圣弗朗西斯大学计算机科学系） 纠错

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

DSConv: Dynamic Splitting Convolution for Pansharpening

Xuanyu Liu, Bonan An

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

Comments The content of the paper is not yet fully developed, and the proposed approach requires further optimization. Additionally, the experimental results are incomplete and need to be supplemented. Therefore, I request the withdrawal of this submission for further revision and improvements

SWIFT: A General Sensitive Weight Identification Framework for Fast Sensor-Transfer Pansharpening

Zeyu Xia, Chenxi Sun, Tianyu Xin, Yubo Zeng, Haoyu Chen, Liang-Jian Deng

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

Understanding Pan-Sharpening via Generalized Inverse

Shiqi Liu, Yihua Tan, Yutong Bai, Alan Yuille

机构 * Huazhong University of Science and Technology（华中科技大学） ； University of California, Berkeley（加州大学伯克利分校） ； Johns Hopkins University（约翰霍普金斯大学） 纠错

专题命中 遥感融合与全色锐化 ：pan-sharpening(title,abstract)；分类 cs.CV

PAN-Crafter: Learning Modality-Consistent Alignment for PAN-Sharpening

Jeonghyeok Do, Sungpyo Kim, Geunhyuk Youk, Jaehyup Lee, Munchurl Kim

机构 * KAIST（韩国科学技术院） ； Kyungpook National University（庆北国立大学） 纠错

专题命中 遥感融合与全色锐化 ：pan-sharpening(title,abstract)；分类 cs.CV

Comments ICCV 2025 (camera-ready version). Please visit our project page https://kaist-viclab.github.io/PAN-Crafter_site

CAT: A Conditional Adaptation Tailor for Efficient and Effective Instance-Specific Pansharpening on Real-World Data

Tianyu Xin, Jin-Liang Xiao, Zeyu Xia, Shan Yin, Liang-Jian Deng

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

Two-Stage Random Alternation Framework for One-Shot Pansharpening

Haorui Chen, Zeyu Ren, Jiaxuan Ren, Ran Ran, Jinliang Shao, Jie Huang, Liangjian Deng

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

SRMF: A Data Augmentation and Multimodal Fusion Approach for Long-Tail UHR Satellite Image Segmentation

Yulong Guo, Zilun Zhang, Yongheng Shang, Tiancheng Zhao, Shuiguang Deng, Yingchun Yang, Jianwei Yin

机构 * College of Computer Science and Technology, Zhejiang University（浙江大学计算机科学与技术学院） ； Haina Institute of Zhejiang University, Advanced Technology Institute, Zhejiang University（浙江大学海纳研究院、先进技术研究院） ； Binjiang Research Institute of Zhejiang University（浙江大学滨江研究院） 纠错

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

Comments None

LMFNet: An Efficient Multimodal Fusion Approach for Semantic Segmentation in High-Resolution Remote Sensing

Tong Wang, Guanzhou Chen, Xiaodong Zhang, Chenxi Liu, Xiaoliang Tan, Jiaqi Wang, Chanjuan He, Wenlin Zhou

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

A General Adaptive Dual-level Weighting Mechanism for Remote Sensing Pansharpening

Jie Huang, Haorui Chen, Jiaxuan Ren, Siran Peng, Liangjian Deng

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

Comments This paper is accepted at the CVPR Conference on Computer Vision and Pattern Recognition 2025

Taming Flow Matching with Unbalanced Optimal Transport into Fast Pansharpening

Zihan Cao, Yu Zhong, Liang-Jian Deng

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

MSCoTDet: Language-driven Multi-modal Fusion for Improved Multispectral Pedestrian Detection

Taeheon Kim, Sangyun Chung, Damin Yeom, Youngjoon Yu, Hak Gu Kim, Yong Man Ro

专题命中 遥感融合与全色锐化 ：multi-modal fusion(title,abstract)；分类 cs.CV

Comments IEEE Transactions on Circuits and Systems for Video Technology (TCSVT)

Multi-scale direction-aware SAR object detection network via global information fusion

Mingxiang Cao, Weiying Xie, Jie Lei, Jiaqing Zhang, Daixun Li, Yunsong Li

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

psPRF:Pansharpening Planar Neural Radiance Field for Generalized 3D Reconstruction Satellite Imagery

Tongtong Zhang, Yuanxiang Li

专题命中 遥感融合与全色锐化 ：pansharpening(title)；pan-sharpening(abstract)；分类 cs.CV

Fourier-enhanced Implicit Neural Fusion Network for Multispectral and Hyperspectral Image Fusion

Yu-Jie Liang, Zihan Cao, Liang-Jian Deng, Xiao Wu

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

Neural Shrödinger Bridge Matching for Pansharpening

Zihan Cao, Xiao Wu, Liang-Jian Deng

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

Pan-Mamba: Effective pan-sharpening with State Space Model

Xuanhua He, Ke Cao, Keyu Yan, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou

专题命中 遥感融合与全色锐化 ：pan-sharpening(title,abstract)；分类 cs.CV

Frequency-Adaptive Pan-Sharpening with Mixture of Experts

Xuanhua He, Keyu Yan, Rui Li, Chengjun Xie, Jie Zhang, Man Zhou

专题命中 遥感融合与全色锐化 ：pan-sharpening(title,abstract)；分类 cs.CV

Active Wildfires Detection and Dynamic Escape Routes Planning for Humans through Information Fusion between Drones and Satellites

Chang Liu, Tamas Sziranyi

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

Comments 6 pages, 10 figures, conference

Deep Learning Hyperspectral Pansharpening on large scale PRISMA dataset

Simone Zini, Mirko Paolo Barbato, Flavio Piccoli, Paolo Napoletano

专题命中 遥感融合与全色锐化 ：pansharpening(title,abstract)；分类 eess.IV

Comments Project page: https://thezino.github.io/HSbenchmarkPRISMA/

Full-resolution quality assessment for pansharpening

Giuseppe Scarpa, Matteo Ciotola

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

Journal ref Remote Sensing, 14 (2022), 1808

Deep Hyperspectral and Multispectral Image Fusion with Inter-image Variability

Xiuheng Wang, Ricardo Augusto Borsoi, Cédric Richard, Jie Chen

专题命中 遥感融合与全色锐化 ：image fusion(title,abstract)；分类 eess.IV

Comments IEEE Trans. Geosci. Remote sens., to be published. Manuscript submitted August 23, 2022; revised Dec. 15, 2022, and Mar. 13, 2023; and accepted Apr. 07, 2023

Pansharpening via Frequency-Aware Fusion Network with Explicit Similarity Constraints

Yinghui Xing, Yan Zhang, Houjun He, Xiuwei Zhang, Yanning Zhang

专题命中 遥感融合与全色锐化 ：pansharpening(title,abstract)；分类 eess.IV

Comments 14 pages

Journal ref IEEE Transactions on Geoscience and Remote Sensing 2023

Multispectral image fusion based on super pixel segmentation

Nati Ofir, Jean-Christophe Nebel

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

Super-Resolution for Hyperspectral and Multispectral Image Fusion Accounting for Seasonal Spectral Variability

Ricardo Augusto Borsoi, Tales Imbiriba, José Carlos Moreira Bermudez

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

Representation Learning for Remote Sensing: An Unsupervised Sensor Fusion Approach

Aidan M. Swope, Xander H. Rudelis, Kyle T. Story

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

Comments 9 pages, 5 figures. Work completed in 2019 and submitted to ICLR in 2020. Source code available at: https://github.com/descarteslabs/contrastive_sensor_fusion. Data available at: published-datasets/osm_example_dataset.zip?folder=true&organizationId=272688069953" target="_blank" rel="noopener">https://storage.cloud.google.com/public-published-datasets/osm_example_dataset.zip?folder=true&organizationId=272688069953

Fast and High-Quality Blind Multi-Spectral Image Pansharpening

Lantao Yu, Dehong Liu, Hassan Mansour, Petros T. Boufounos

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

Comments 17 pages, 47 figures, journal, accepted by IEEE Transactions on Geoscience and Remote Sensing

A Generative Model Method for Unsupervised Multispectral Image Fusion in Remote Sensing

Arian Azarang, Nasser Kehtarnavaz

专题命中 遥感融合与全色锐化 ：image fusion(title,abstract)；分类 eess.IV

PSGAN: A Generative Adversarial Network for Remote Sensing Image Pan-Sharpening

Qingjie Liu, Huanyu Zhou, Qizhi Xu, Xiangyu Liu, Yunhong Wang

专题命中 遥感融合与全色锐化 ：pan-sharpening(title,abstract)；分类 cs.CV

Comments Accepted to TGRS

Pan-Sharpening with Color-Aware Perceptual Loss and Guided Re-Colorization

Juan Luis Gonzalez Bello, Soomin Seo, Munchurl Kim

专题命中 遥感融合与全色锐化 ：pan-sharpening(title,abstract)；分类 eess.IV