sea-land segmentation V1.1

The sea land segmentation V1.1 has released a total of 2113 images. The raw data comes from the publicly available data of Sentinel-1 SAR satellite and is processed using GRD data mode, including orbit correction, thermal noise removal, radiometric calibration, speckle filtering, and terrain correction. The dataset contains images of the southeastern coastal region of China and the coastal regions of various Southeast Asian countries. This dataset adopts manual filtering and annotation processing methods, including raw sea land images and segmentation/coastline edge labels. This dataset has the characteristics of complex scenes and rich categories.The image and label formats in the dataset are both PNG, and the image size is uniformly 512 × 512.Reference format for this dataset:[1] 张涛，朱任柯，魏飞鸣，张增辉，郁文贤. 海陆分割-海岸线数据集V1.1（sea-land segmentation V1.1）[OL]. 雷达学报, 2025. https://radars.ac.cn/web/data/getData?dataType=sea-landsegmentation.Zhang T, Zhu R,Wei F, Zhang Z,Yu W. The Dataset for Sea-land Segmentation and Coastline Detection Based on GRD Format SAR Images from Sentinel-1 Satellite(sea-land segmentation V1.1）[OL]. Journal of Radars, 2025. https://radars.ac.cn/web/data/getData?dataType=sea-landsegmentation_en&pageType=en.[2] Zhu R, Zhang T, Li J, et al. A Network for Merging SAR Image Sea-Land Segmentation and Coastline Detection Tasks [J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21: 1-5, Art no. 4017305.

海陆分割数据集V1.1（sea-land segmentation V1.1）共计发布2113幅图像。该数据集的原始数据源自公开获取的哨兵-1号合成孔径雷达（Sentinel-1 SAR）卫星数据，采用GRD数据模式（GRD data mode）进行预处理，预处理流程涵盖轨道校正、热噪声去除、辐射定标、斑点滤波及地形校正。数据集覆盖中国东南沿海区域与多个东南亚国家的沿海区域。本数据集采用人工筛选与标注处理流程，包含原始海陆图像以及分割/海岸线边缘标签。该数据集具有场景复杂、类别丰富的特点。数据集中的图像与标签格式均为PNG，图像尺寸统一为512×512像素。
数据集引用格式如下：
[1] 张涛，朱任柯，魏飞鸣，张增辉，郁文贤. 海陆分割-海岸线数据集V1.1（sea-land segmentation V1.1）[OL]. 雷达学报, 2025. https://radars.ac.cn/web/data/getData?dataType=sea-landsegmentation.
Zhang T, Zhu R, Wei F, Zhang Z, Yu W. The Dataset for Sea-land Segmentation and Coastline Detection Based on GRD Format SAR Images from Sentinel-1 Satellite(sea-land segmentation V1.1）[OL]. Journal of Radars, 2025. https://radars.ac.cn/web/data/getData?dataType=sea-landsegmentation_en&pageType=en.
[2] Zhu R, Zhang T, Li J, et al. A Network for Merging SAR Image Sea-Land Segmentation and Coastline Detection Tasks [J]. IEEE Geoscience and Remote Sensing Letters, 2024, 21: 1-5, Art no. 4017305.

搜集汇总

背景与挑战

背景概述

该数据集名为'sea-land segmentation V1.1'，包含2113张来自Sentinel-1 SAR卫星的GRD处理图像，覆盖中国东南沿海和东南亚沿海区域，采用人工标注提供海陆分割和海岸线边缘标签，具有场景复杂、类别丰富的特点，图像和标签均为512×512的PNG格式。