论文名称: Self-Supervised Material and Texture Representation Learning for Remote Sensing Tasks Link: https://arxiv.org/abs/2112.01715 Published in: CVPR 2022 Type: Pretrain Code/Project: —

数据集名称: SAMRS 任务: 遥感图像分割 发布时间: 2022 模态: 图像 数量: 包含三个子集：SOTA子集17480张图像，18个类；SIOR子集23463张图像，20个类；FAST子集64147张图像，37个类 代码源链接: https://github.com/ViTAE-Transformer/SAMRS 论文源链接: https://arxi...

论文名称: Global and Local Contrastive Self-Supervised Learning for Semantic Segmentation of HR Remote Sensing Images Link: https://arxiv.org/abs/2106.10605 Published in: IEEE Transactions on Ge...

数据集名称: LEVIR-CC 任务: 遥感图像字幕 变化检测 发布时间: 2022 模态: 图像、文本 数量: 包含10077对双时态遥感图像和50385个描述图像之间差异的句子 代码源链接: https://github.com/Chen-Yang-Liu/LEVIR-CC-Dataset 论文源链接: https://ieeexplore.ieee.org...

数据集名称: VQA-TextRS 任务: 遥感图像VQA 发布时间: 2022 模态: 图像、文本 数量: VQA-TextRS是一个由来自四个源数据集的2,144张RS图像组成的数据集，每个图像 有2-3对英语问答，共计6245对，分为4个问题类。 详细描述: https://www.tandfonline.com/doi/abs/10.1080/0143116...

论文名称: Advancing plain vision transformer toward remote sensing foundation model Link: https://arxiv.org/abs/2208.03987 Published in: IEEE Transactions on Geoscience and Remote Sensing 2022 ...

数据集名称: TOV-RS-balanced 任务: 遥感图像场景分类 发布时间: 2022 模态: 图像 数量: 包含31个类别的50万个样本 代码源链接: https://github.com/GeoX-Lab/G-RSIM/tree/main/TOV_v1 论文源链接: https://ieeexplore.ieee.org/abstract/docume...

论文名称: Multi-source remote sensing pretraining based on contrastive self-supervised learning Link: https://www.mdpi.com/2072-4292/14/18/4632 Published in: Remote Sensing 22 Type: Pretrain ...

论文名称: Geography-aware self-supervised learning Link: https://arxiv.org/abs/2011.09980 Published in: ICCV 2021 Type: Pretrain Code/Project: https://github.com/sustainlab-group/geography-a...

数据集名称: VISO-SOT 任务: 遥感视频单目标跟踪 发布时间: 2021 模态: 视频 数量: 100段视频序列，32,825帧图像 代码源链接: https://satvideodt.github.io/ 论文源链接: https://ieeexplore.ieee.org/abstract/document/9625976 详细描述: 包含4种类...