DatasetinthePaper    2023 No.1

Guest Editor: Xiaoling Zhang, Tianwen Zhang, Tianjiao Zeng, Xiaowo Xu

The large-scale SAR ship detection dataset-v1.0 (LS-SSDD-v1.0) was built on the Sentinel-1 satellite, including 30 large-scale SAR images. The large-scale images are collected from 15 original large-scene space-borne SAR images. The polarization modes include VV and VH, the imaging mode is IW and LS-SSDD-v1.0 has the characteristics of large-scale ocean observation, small ship detection, abundant pure backgrounds, fully automatic detection flow and numerous standardized research baselines. Fig. 1 is an example of a large-scale image in LS-SSDD-v1.0.


Fig. 1 Example of a large-scale image in LS-SSDD-v1.0

The large-scale image size of LS-SSDD-v1.0 is unified to 24000 × 16000 pixels, the format is a three-channel, 24-bit, grayscale, .JPG images, and the annotation format is a .XML format file. The annotation file records the target location information, in which the location information is composed of Xmin, Xmax, Ymin and Ymax. For an example of the annotation file, see the “LS-SSDD-v1.0 Usage Instruction”. 

For the dataset usage instructions, you can see “LS-SSDD-v1.0 Usage Instruction”.

Reference format of LS-SSDD-v1.0:

Tianwen Zhang, Xiaoling Zhang, Xiao Ke, Xu Zhan, Jun Shi, Shunjun Wei, Dece Pan, Jianwei Li, Hao Su, Yue Zhou, Durga Kumar. LS-SSDD-v1.0: A Deep Learning Dataset Dedicated to Small Ship Detection from Large-Scale Sentinel-1 SAR Images[J]. Remote Sensing, 2020, 12(18): 2997.

Release date: January 30, 2023

Download 149.78MB(13)
Download 168.85MB(9)
Download 171.70MB(5)
Download 156.32MB(7)
Download 201.44MB(6)
Download 202.52MB(8)
Download 200.54MB(7)
Download 142.23MB(6)
Download 196.19MB(6)
Download 188.44MB(6)
Download 199.87MB(7)
Download 153.41MB(7)
Download 170.42MB(7)
Download 184.31MB(7)
Download 203.87MB(6)
Download 127.61KB(7)
Download 81.98KB(6)
Download 55.32KB(5)
Download 100.21KB(5)
Download 67.17KB(5)
Download 64.03KB(5)
Download 111.14KB(6)
Download 73.30KB(5)
Download 84.04KB(5)
Download 101.19KB(5)
Download 177.77KB(4)
Download 180.71KB(3)
Download 65.04KB(4)
Download 83.51KB(4)
Download 59.38KB(5)
Download 54.20KB(5)
Download 27.10KB(4)
Download 6.88KB(5)
Download 20.22KB(6)
Download 156.80MB(4)
Download 170.11MB(3)
Download 162.85MB(3)
Download 170.30MB(3)
Download 180.48MB(3)
Download 179.91MB(3)
Download 170.22MB(3)
Download 159.86MB(3)
Download 188.37MB(3)
Download 171.57MB(3)
Download 172.16MB(3)
Download 158.64MB(3)
Download 170.76MB(3)
Download 183.14MB(3)
Download 177.43MB(3)
Download 1.74GB(11)
Download 912.89MB(11)
Download 2.69MB(8)
Download 1.74KB(6)
Download 301.95KB(5)

Data Usage Protocol of Journal of Radars

The data can be used free of charge for scientific research, teaching and so on, but the data source should be marked in the reference according to the citation format.

Data use for commercial purposes requires permission from the Editorial Department of Journal of Radars.