RSITMD
数据集名称: RSITMD 任务: 遥感多模态检索 发布时间: 2022 模态: 图像、文本 数量: 4743张图像，23715条标注 代码源链接: https://github.com/xiaoyuan1996/AMFMN 论文源链接: https://arxiv.org/abs/2204.09868 详细描述: RSITMD（遥感图像-文本匹配数据集）是...
RS-VLMs
Consecutive Pre-Training A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain
论文名称: Consecutive Pre-Training: A Knowledge Transfer Learning Strategy with Relevant Unlabeled Data for Remote Sensing Domain Link: https://www.mdpi.com/2072-4292/14/22/5675 Published in: Re...
Self-supervised vision transformers for joint sar-optical representation learning
论文名称: Self-supervised vision transformers for joint sar-optical representation learning Link: https://arxiv.org/abs/2204.05381 Published in: Arxiv 2022 Type: Pretrain Code/Project: https...
SSL4EO-S12
数据集名称: SSL4EO-S12 任务: 遥感图像无监督/自监督预训练 用于地球观测的大规模多模态多时相数据集 发布时间: 2022 模态: 图像、文本 数量: 该数据集由来自全球251079个地点的未标记的三元组(Sentinel-1双极化SAR, Sentinel-2大气顶部多光谱，Sentinel-2表面反射率多光谱)组成，每个patch覆盖2640mx2640...
NWPU-Captions
数据集名称: NWPU-Captions 任务: 遥感图像字幕 发布时间: 2022 模态: 图像、文本 数量: 157,500个句子，31,500张图片 代码源链接: https://github.com/HaiyanHuang98/NWPU-Captions 论文源链接: https://arxiv.org/pdf/1703.00121 详细描述: NW...
Geographical Knowledge-Driven RepresentationLearning for Remote Sensing Images
论文名称: Geographical Knowledge-Driven RepresentationLearning for Remote Sensing Images Link: https://arxiv.org/pdf/2107.05276 Published in: IEEE Transactions on Geoscience and Remote Sensing 2...
SatMAE Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery
论文名称: SatMAE: Pre-training Transformers for Temporal and Multi-Spectral Satellite Imagery Link: https://arxiv.org/abs/2207.08051 Published in: NeurIPS 2022 Type: Pretrain Code/Project: h...
GeoVG
数据集名称: GeoVG 任务: 遥感图像视觉定位 发布时间: 2022 模态: 图像、文本 数量: 4,239张图片，包括5,994个对象实例和7,933个指代表达 代码源链接: https://sunyuxi.github.io/publication/GeoVG 论文源链接: https://dl.acm.org/doi/abs/10.1145/35031...
Transforming remote sensing images to textual descriptions
论文名称: Transforming remote sensing images to textual descriptions 模型架构: Other Visual Encoder: CNN Text Encoder: Transformer Model Details: Vision Encoder：ResNetText Encoder：Transformer Ar...
MiniFrance-DFC22
数据集名称: MiniFrance-DFC22 任务: 遥感图像分割 发布时间: 2022 模态: 图像 数量: 2322张图像 代码源链接: https://www.grss-ieee.org/community/technical-committees/2022-ieee-grss-data-fusion-contest/ 详细描述: 包含15种土地利用类型...