多模态信息融合

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

MRF-Based Multispectral Image Fusion Using an Adaptive Approach Based on Edge-Guided Interpolation

Mohammad Reza Khosravi, Mohammad Sharif-Yazd, Mohammad Kazem Moghimi, Ahmad Keshavarz, Habib Rostami, Suleiman Mansouri

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

Comments 12 pages

Journal ref Journal of Geographic Information System, vol. 9, no. 2, pp. 114-125 (2017)

Late or Earlier Information Fusion from Depth and Spectral Data? Large-Scale Digital Surface Model Refinement by Hybrid-cGAN

Ksenia Bittner, Marco Körner, Peter Reinartz

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

Comments 8 pages, This work was accepted to be presented at the IEEE/ISPRS Workshop on Large Scale Computer Vision for Remote Sensing Imagery (EarthVision) to be held at the IEEE Conference on Computer Vision and Pattern Recognition (CVPR) 2019

Target-adaptive CNN-based pansharpening

Giuseppe Scarpa, Sergio Vitale, Davide Cozzolino

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

Pansharpening via Detail Injection Based Convolutional Neural Networks

Lin He, Yizhou Rao, Jun Li, Antonio Plaza, Jiawei Zhu

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

A Multi-Scale and Multi-Depth Convolutional Neural Network for Remote Sensing Imagery Pan-Sharpening

Qiangqiang Yuan, Yancong Wei, Xiangchao Meng, Huanfeng Shen, Liangpei Zhang

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

Boosting the accuracy of multi-spectral image pan-sharpening by learning a deep residual network

Yancong Wei, Qiangqiang Yuan, Huanfeng Shen, Liangpei Zhang

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

Comments 5 pages,5 figures, 1 table

A Survey of Pansharpening Methods with A New Band-Decoupled Variational Model

Joan Duran, Antoni Buades, Bartomeu Coll, Catalina Sbert, Gwendoline Blanchet

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

Journal ref ISPRS Journal of Photogrammetry and Remote Sensing, vol. 125, pp. 78-105, 2017

Hyperspectral pansharpening: a review

Laetitia Loncan, Luis B. Almeida, José M. Bioucas-Dias, Xavier Briottet, Jocelyn Chanussot, Nicolas Dobigeon, Sophie Fabre, Wenzhi Liao, Giorgio A. Licciardi, Miguel Simões, Jean-Yves Tourneret, Miguel A. Veganzones, Gemine Vivone, Qi Wei, Naoto Yokoya

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

Hyperspectral pan-sharpening: a variational convex constrained formulation to impose parallel level lines, solved with ADMM

Alexis Huck, François de Vieilleville, Pierre Weiss, Manuel Grizonnet

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

Comments 4 pages, detailed version of proceedings of conference IEEE WHISPERS 2014

Image Fusion Techniques in Remote Sensing

Reham Gharbia, Ahmad Taher Azar, Ali El Baz, Aboul Ella Hassanien

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

Towards Intelligent Urban Park Development Monitoring: LLM Agents for Multi-Modal Information Fusion and Analysis

面向智能城市公园发展监测：LLM代理用于多模态信息融合与分析

Zixuan Xiao, Chunguang Hu, Jun Ma

专题命中 遥感融合与全色锐化 ：information fusion(title,abstract)

AI总结 本研究提出基于LLM的多模态代理框架，用于提升城市公园发展监测中多模态数据的融合与分析能力，解决传统方法在高级分析和灵活适应性方面的不足。

Journal ref IEEE International Geoscience and Remote Sensing Symposium (IGARSS) 2025, Aug 3-8 2025

XFMNet: Decoding Cross-Site and Nonstationary Water Patterns via Stepwise Multimodal Fusion for Long-Term Water Quality Forecasting

Ziqi Wang, Hailiang Zhao, Cheng Bao, Wenzhuo Qian, Yuhao Yang, Xueqiang Sun, Shuiguang Deng

专题命中 遥感融合与全色锐化 ：multimodal fusion(title,abstract)

Information Fusion in Smart Agriculture: Machine Learning Applications and Future Research Directions

Aashu Katharria, Kanchan Rajwar, Millie Pant, Juan D. Velásquez, Václav Snášel, Kusum Deep

专题命中 遥感融合与全色锐化 ：information fusion(title,abstract)

Distributionally Robust Resource Allocation with Trust-aided Parametric Information Fusion

Yanru Guo, Bo Zhou, Ruiwei Jiang, Xi, Yang, Siqian Shen

专题命中 遥感融合与全色锐化 ：information fusion(title,abstract)

Comments 6 pages, 5 figures, accepted by the Proceedings of the 63rd IEEE Conference on Decision and Control (CDC 2024), Milan, Italy, December 2024