PolSF: PolSAR image dataset on San Francisco
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Abstract (arXiv)
Polarimetric SAR data has the characteristics of all-weather, all-time and so on, which is widely used in many fields. However, the data of annotation is relatively small, which is not conducive to our research. In this paper, we have collected five open polarimetric SAR images, which are images of the San Francisco area. These five images come from different satellites at different times, which has great scientific research value. We annotate the collected images at the pixel level for image classification and segmentation. For the convenience of researchers, the annotated data is open source https://github.com/liuxuvip/PolSF.
Key facts. Cited by 8 papers in the map (data through 7 Oct 2026). First posted on arXiv 16 Dec 2019.
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Citing papers per year: 2022: 2; 2023: 0; 2024: 1; 2025: 3; 2026: 2.
8 papers.
- 2022Context-Preserving Instance-Level Augmentation and Deformable Convolution Networks for SAR Ship Detectioncited by 0
- 2022Estimating Appearance Models for Image Segmentation via Tensor Factorizationcited by 0
- 2024SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classificationcited by 0
- 2025ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classificationcited by 0
- 2025Towards Interpretable PolSAR Image Classification: Polarimetric Scattering Mechanism Informed Concept Bottleneck and Kolmogorov-Arnold Networkcited by 0
- 2025Shift-Equivariant Complex-Valued Convolutional Neural Networkscited by 0
- 2026DDF2Pol: A Dual-Domain Feature Fusion Network for PolSAR Image Classificationcited by 0
- 2026PolSAR Image Classification using a Hybrid Complex-Valued Network (HybridCVNet)cited by 0
- 2026PolSAR Image Classification using a Hybrid Complex-Valued Network (HybridCVNet)29 May 2026
- 2026DDF2Pol: A Dual-Domain Feature Fusion Network for PolSAR Image Classification20 Apr 2026
- 2025Shift-Equivariant Complex-Valued Convolutional Neural Networks26 Nov 2025
- 2025Towards Interpretable PolSAR Image Classification: Polarimetric Scattering Mechanism Informed Concept Bottleneck and Kolmogorov-Arnold Network4 Jul 2025
- 2025ECP-Mamba: An Efficient Multi-scale Self-supervised Contrastive Learning Method with State Space Model for PolSAR Image Classification1 Jun 2025
- 2024SDF2Net: Shallow to Deep Feature Fusion Network for PolSAR Image Classification27 Feb 2024
- 2022Estimating Appearance Models for Image Segmentation via Tensor Factorization16 Aug 2022
- 2022Context-Preserving Instance-Level Augmentation and Deformable Convolution Networks for SAR Ship Detection14 Feb 2022