多模态信息融合 - arXivDaily 专题

1710.00672 2019-03-15 cs.CV math.FA 57%

Restoration of Pansharpened Images by Conditional Filtering in the PCA Domain

Joan Duran, Antoni Buades

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

Journal ref IEEE Geoscience and Remote Sensing Letters, vol. 16(3), pp. 442-446, 2019

1808.03195 2018-08-10 cs.CV 57%

Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation

Benjamin Bischke, Patrick Helber, Florian König, Damian Borth, Andreas Dengel

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

1805.01759 2018-05-07 eess.IV 57%

A fast and accurate basis pursuit denoising algorithm with application to super-resolving tomographic SAR

Yilei Shi, Xiao Xiang Zhu, Wotao Yin, Richard Bamler

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

Comments 11 pages, IEEE Transactions on Geoscience and Remote Sensing

1803.00737 2018-03-05 cs.CV cs.DC 57%

Fusion of multispectral satellite imagery using a cluster of graphics processing unit

Anas M. Al-Oraiqat, E. A. Bashkov, V. Babkov, C. Titarenko

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

Comments 7 pages, 5 Figures, 3 tables

Journal ref International Geoinformatics Research and Development Journal, 2013

1705.05745 2017-05-17 cs.CV 57%

Volumetric Super-Resolution of Multispectral Data

Vildan Atalay Aydin, Hassan Foroosh

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

Comments arXiv admin note: text overlap with arXiv:1705.01258

1609.06076 2016-09-21 cs.CV physics.data-an stat.ME 57%

Robust Fusion of Multi-Band Images with Different Spatial and Spectral Resolutions for Change Detection

Vinicius Ferraris, Nicolas Dobigeon, Qi Wei, Marie Chabert

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

1607.04939 2016-07-19 cs.CV 57%

Composite Kernel Local Angular Discriminant Analysis for Multi-Sensor Geospatial Image Analysis

Saurabh Prasad, Minshan Cui, Lifeng Yan

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

1307.2434 2013-07-10 cs.CV 57%

Major Limitations of Satellite images

Firouz A. Al-Wassai, N. V. Kalyankar

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

Journal ref Journal of Global Research in Computer Science, 4 (5), May 2013, 51-59

1304.3406 2013-04-12 cs.CV cs.IR 57%

Merging Satellite Measurements of Rainfall Using Multi-scale Imagery Technique

Seyed Hamed Alemohammad, Dara Entekhabi

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

Comments 6 pages, 10 Figures, WCRP Open Science Conference, 2011

1110.4970 2011-10-25 cs.CV 57%

Studying Satellite Image Quality Based on the Fusion Techniques

Firouz Abdullah Al-Wassai, N. V. Kalyankar, Ali A. Al-Zaky

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

Journal ref International Journal of Advanced Research in Computer Science,Volume 2, No. 5, Sept-Oct 2011,www.ijarcs.info

2602.08924 2026-06-23 eess.SY cs.SY 版本更新 50%

Automating the Wildfire Detection and Scheduling Pipeline with Maneuverable Earth Observation Satellites

利用可操纵地球观测卫星自动化野火检测与调度流程

Brycen D. Pearl, Joshua G. Warner, Hang Woon Lee

专题命中遥感融合与全色锐化：sensor fusion(abstract)

AI总结提出WildFIRE-DS框架，集成CNN传感器融合检测、贝叶斯统计更新和多星调度优化，实现野火自动检测与卫星调度，仿真实验验证其有效性。

Comments 46 pages, Journal of Aerospace Information Systems (Published)

2604.25958 2026-04-30 math.GM 50%

Introduction of Over/Under/Off Masses

过度/不足/离群质量的引入

Florentin Smarandache

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

AI总结本文首次将不确定理论中的过度/不足/离群集/逻辑/概率扩展至信息融合中的过度/不足/离群质量，应用于野火疏散、资源分配及安全监控等场景。

Comments 10 pages

Journal ref Neutrosophic Sets and Systems, Vol. 99, 224-233, 2026

2604.07351 2026-04-10 cs.IR 50%

FedUTR: Federated Recommendation with Augmented Universal Textual Representation for Sparse Interaction Scenarios

FedUTR: 联邦推荐与增强的通用文本表示用于稀疏交互场景

Kang Fu, Honglei Zhang, Zikai Zhang, Jundong Chen, Xin Zhou, Zhiqi Shen, Dusit Niyato, Yidong Li

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

AI总结 FedUTR通过引入物品文本表示补充交互行为，提升稀疏数据下的推荐性能，采用通用表示和协同信息融合模块，实验显示优于现有方法。

2601.08750 2026-03-27 cs.CL 50%

A Geolocation-Aware Multimodal Approach for Ecological Prediction

一种面向地理定位的多模态方法用于生态预测

Valerie Zermatten, Chiara Vanalli, Gencer Sumbul, Diego Marcos, Devis Tuia

机构 * ECEO, Ecole Polytechnique Fédérale de Lausanne (EPFL)（ECEO，洛桑联邦理工学院（EPFL））； INRIA, University of Montpellier（法国国家信息与自动化研究所（INRIA），蒙彼利埃大学）

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

AI总结本文提出GAMMA方法，通过显式空间上下文融合异构生态数据，提升环境预测性能，并展示其在大规模环境制图和生物多样性监测中的潜力。

Comments under review

2505.16389 2025-05-23 eess.SY cs.SY 50%

Coverage Path Planning For Multi-view SAR-UAV Observation System Under Energy Constraint

Deyu Song, Xiangyin Zhang, Zipei Yu, Kaiyu Qin

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

2412.11413 2024-12-17 physics.optics cond-mat.mes-hall 50%

Non-perturbative cathodoluminescence microscopy of beam-sensitive materials

Malcolm Bogroff, Gabriel Cowley, Ariel Nicastro, David Levy, Yueh-Chun Wu, Nannan Mao, Tilo H. Yang, Tianyi Zhang, Jing Kong, Rama Vasudevan, Kyle P. Kelley, Benjamin J. Lawrie

专题命中遥感融合与全色锐化：pan-sharpening(abstract)

2405.14649 2024-05-24 cond-mat.mtrl-sci cond-mat.mes-hall physics.data-an physics.ins-det 50%

Leveraging Machine Learning for Advanced Nanoscale X-ray Analysis: Unmixing Multicomponent Signals and Enhancing Chemical Quantification

Hui Chen, Duncan T. L. Alexander, Cécile Hébert

专题命中遥感融合与全色锐化：pan-sharpening(abstract)

2306.10489 2024-04-02 math.OC 50%

Hyperspectral super-resolution via low rank tensor triple decomposition

Xiaofei Cui, Jingya Chang

专题命中遥感融合与全色锐化：image fusion(abstract)

1905.04394 2019-06-04 cs.NE cs.LG 50%

Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks

Muhammad Aminul Islam, Derek T. Anderson, Anthony J. Pinar, Timothy C. Havens, Grant Scott, James M. Keller

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

Comments IEEE Transactions on Fuzzy Systems

1. 遥感融合与全色锐化 319 篇

Restoration of Pansharpened Images by Conditional Filtering in the PCA Domain

Overcoming Missing and Incomplete Modalities with Generative Adversarial Networks for Building Footprint Segmentation

A fast and accurate basis pursuit denoising algorithm with application to super-resolving tomographic SAR

Fusion of multispectral satellite imagery using a cluster of graphics processing unit

Volumetric Super-Resolution of Multispectral Data

Robust Fusion of Multi-Band Images with Different Spatial and Spectral Resolutions for Change Detection

Composite Kernel Local Angular Discriminant Analysis for Multi-Sensor Geospatial Image Analysis

Major Limitations of Satellite images

Merging Satellite Measurements of Rainfall Using Multi-scale Imagery Technique

Studying Satellite Image Quality Based on the Fusion Techniques

Automating the Wildfire Detection and Scheduling Pipeline with Maneuverable Earth Observation Satellites

Introduction of Over/Under/Off Masses

FedUTR: Federated Recommendation with Augmented Universal Textual Representation for Sparse Interaction Scenarios

A Geolocation-Aware Multimodal Approach for Ecological Prediction

Coverage Path Planning For Multi-view SAR-UAV Observation System Under Energy Constraint

Non-perturbative cathodoluminescence microscopy of beam-sensitive materials

Leveraging Machine Learning for Advanced Nanoscale X-ray Analysis: Unmixing Multicomponent Signals and Enhancing Chemical Quantification

Hyperspectral super-resolution via low rank tensor triple decomposition

Enabling Explainable Fusion in Deep Learning with Fuzzy Integral Neural Networks