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多模态遥感智能解译

让计算机看懂卫星与无人机影像：地物分类、语义分割、变化检测与目标提取，覆盖从弱监督、自监督到多任务优化的完整技术链

STARS TripleS LMFNet MSSDF

三维遥感重建与数字孪生

从立体影像、卫星视频与点云重建真实三维世界：立体匹配、屋顶结构提取、立面纹理修复与卫星视频目标跟踪

TriGeoNet RoofMapNet S2Net FACTS

全域遥感监测与时空智能

长时序、大范围的地球动态观测：植被生产力估算、农林水草与环境监测、社会经济指标反演

EXP-CASA 遥感经济学 黄河流域植被

研究成果图谱

Knowledge Graph · 64 篇一作/通讯论文 · 三方向全景

以课题组为中心，按三个研究方向扇区展开全部论文（内圈为代表作，由内向外按年代递减），并挂接开源代码、数据集、奖项与在研项目。双击方向名可放大对应扇区。

CVEO 课题组 CVEO 课题组 多模态遥感智能解译 多模态遥感智能解译 三维遥感重建与数字孪生 三维遥感重建与数字孪生 全域遥感监测与时空智能 全域遥感监测与时空智能 A change detection method of integrating remote sensing and GIS A Deep Transfer Learning Framework Using Teacher-Student Structure for Land Cover Classification of Remote-Sensing Imagery A fusion algorithm for remote sensing images based on nonsubsampled pyramids and bidimensional empirical decomposition A linear pushbroom satellite image epipolar resampling method for digital surface model generation A Microwave-Optical Multi-Stage Synergistic Daily 30 m Soil Moisture Downscaling Framework A new filtering approach of LiDAR data based on topographic change detection A strategy of change detection based on remotely sensed imagery and GIS data A study on social economic statistic data spatial distribution in land sustainable use assessment A Superpixel-Guided Unsupervised Fast Semantic Segmentation Method of Remote Sensing Images An image fusion method based on EMD decomposition An integrated remote sensing and GIS approach in the detecting changes in Beijing An object-based supervised classification framework for very-high-resolution remote sensing images using convolutional neural networks BFA-YOLO: A balanced multiscal… BFA-YOLO: A balanced multiscale object detection network for building façade elements detection Change detection based on Faster R-CNN for high-resolution remote sensing images Convective Clouds Extraction From Himawari-8 Satellite Images Based on Double-Stream Fully Convolutional Networks Detecting Individual Plants Infected with Pine Wilt Disease Using Drones and Satellite Imagery: A Case Study in Xianning, China Detection of vegetation coverage changes in the Yellow River Basin from 2003 to 2020 Distinguishable keypoint detection and matching for optical satellite images with deep convolutional neural networks Enhancing terrestrial net prim… Enhancing terrestrial net primary productivity estimation with EXP-CASA: A novel light use efficiency model approach Enlighten-GAN for Super Resolution Reconstruction in Mid-Resolution Remote Sensing Images Extraction of polymetallic nodule information from deep-tow system's optic image FACTS: Training-free zero-shot… FACTS: Training-free zero-shot diffusion framework for facade texture restoration in 3D urban models Geospatial Object Detection on High Resolution Remote Sensing Imagery Based on Double Multi-Scale Feature Pyramid Network Haze removal from a single remote sensing image based on a fully convolutional neural network Evaluating Urban Housing Contradictions Through Multisource Data Fusion: a Case Study of Spatiotemporal Mismatch Analysis in Shenzhen with the HCEWI Model High-resolution satellite video single object tracking based on thicksiam framework INVITATION: A Framework for Enhancing UAV Image Semantic Segmentation Accuracy Through Depth Information Fusion LMFNet: Lightweight Multimodal… LMFNet: Lightweight Multimodal Fusion Network for high-resolution remote sensing image segmentation MSSDF: Modality-shared self-su… MSSDF: Modality-shared self-supervised distillation for high-resolution multi-modal remote sensing image learning Multi-Oriented Rotation-Equivariant Network for Object Detection on Remote Sensing Images Nighttime light imagery or mobile phone footprints: Which better reflects urban socio-economics at the grid level? A case study in the Pearl River Delta, China Nonparametric method for extraction of region of interest based on information theory Object-Based Classification Framework of Remote Sensing Images With Graph Convolutional Networks Object-Based Land-Cover Supervised Classification for Very-High-Resolution UAV Images Using Stacked Denoising Autoencoders Propagating spatio-temporal st… Propagating spatio-temporal state and progressively associating trajectory for satellite video multi-object tracking RoofMapNet: Utilizing geometri… RoofMapNet: Utilizing geometric primitives for depicting planar building roof structure from high-resolution remote sensing imagery From Roof Structure to 3D Buil… From Roof Structure to 3D Building Models: A RoofStructNet-Based Framework for Roof Extraction Towards Multi-Level 3D Reconstruction SDFCNv2: An Improved FCN Framework for Remote Sensing Images Semantic Segmentation SEGMENT CHANGE MODEL (SCM) FOR UNSUPERVISED CHANGE DETECTION IN VHR REMOTE SENSING IMAGES: A CASE STUDY OF BUILDINGS Single Object Tracking in Satellite Videos: Deep Siamese Network Incorporating an Interframe Difference Centroid Inertia Motion Model Smilies: A Soft-Multi-Label-Guided Weakly Supervised Semantic Segmentation Framework for Remote Sensing Images Spatial assessment of the change of mountain range farmland use based on RS and GIS Spatio-Temporal Fusion of Landsat and MODIS Data for Monitoring of High-Intensity Fire Traces in Karst Landscapes: A Case Study in China S2Net: A Multitask Learning Ne… S2Net: A Multitask Learning Network for Semantic Stereo of Satellite Image Pairs S3NET: INNOVATING STEREO MATCHING AND SEMANTIC SEGMENTATION WITH A SINGLE-BRANCH SEMANTIC STEREO NETWORK IN SATELLITE EPIPOLAR IMAGERY STARS: Shared-specific Transla… STARS: Shared-specific Translation and Alignment for missing-modality Remote Sensing Semantic Segmentation Symmetrical Dense-Shortcut Deep Fully Convolutional Networks for Semantic Segmentation of Very-High-Resolution Remote Sensing Images The design and development of object-oriented UAV image change detection system Training Small Networks for Scene Classification of Remote Sensing Images via Knowledge Distillation TriGeoNet: A Triple-Feature-Sp… TriGeoNet: A Triple-Feature-Split network with geometry-statistics co-optimization for high-accuracy satellite stereo matching TripleS: Mitigating multi-task… TripleS: Mitigating multi-task learning conflicts for semantic change detection in high-resolution remote sensing imagery À Trous Wavelet Decomposition Applied to Image Edge Detection à trous小波分解在边缘检测中的应用 一种基于面特征的遥感影像与GIS数据配准方法 一种新的特征提取方法 利用卫星遥感技术进行电力线路设计 基于深度学习的遥感影像地物目标检测和轮廓提取一体化模型 实景三维模型缺陷修复关键技术 山东省植被覆盖度长时序动态监测与分析 机载激光雷达技术在电力选线工程中的应用 松材线虫病遥感监测研究进展及方法述评 遥感图像处理系统GeoImager的总体设计及实现 遥感影像与GIS分析相结合的变化检测方法 高精度数字栅格地图的制作方法 HR-Pairs HR-Pairs BFA-3D BFA-3D RoofMapNet 数据集 RoofMapNet 数据集 TriGeoNet TriGeoNet STARS STARS FACTS FACTS MSSDF MSSDF PS2PAT-MOT PS2PAT-MOT MTL-TripleS MTL-TripleS RoofMapNet RoofMapNet BFA-YOLO BFA-YOLO S3Net S3Net UCD-SCM UCD-SCM OBIC-GCN OBIC-GCN Unsupervised-OBIC-Pytorch Unsupervised-OBIC-Pytorch vectorizer-pro vectorizer-pro INVITATION INVITATION CDTStudio CDTStudio 三维时空底座建设关键技术及赋能应用 三维时空底座建设关键技术及赋能应用 高分辨率卫星遥感影像理解与智能监测关… 高分辨率卫星遥感影像理解与智能监测关… 航空激光成像系统在输电线路优化设计中… 航空激光成像系统在输电线路优化设计中… 全国大学生测绘学科创新创业智能大赛（… 全国大学生测绘学科创新创业智能大赛（… PRCV 超高速脉冲视觉挑战赛 PRCV 超高速脉冲视觉挑战赛 第21届 SuperMap 杯高校 … 第21届 SuperMap 杯高校 … 第十届「中国软件杯」大学生软件设计大… 第十届「中国软件杯」大学生软件设计大… 首届欧比特杯行业应用大赛 首届欧比特杯行业应用大赛 AI in RTC 超分图像质量挑战… AI in RTC 超分图像质量挑战… 中国模式识别与计算机视觉技术挑战赛 中国模式识别与计算机视觉技术挑战赛 国家重点研发计划课题 国家重点研发计划课题 管道路由带风险目标识别和分类分级应用 管道路由带风险目标识别和分类分级应用 倾斜摄影测量的边坡三维建模与监测方法 倾斜摄影测量的边坡三维建模与监测方法 星地耦合的长江保护区多模态水生态智能监测与评估关键技术研究 星地耦合的长江保护区多模态水生态智能监测与评估关键技术研究
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