The SEN1-2 Dataset for Deep Learning in SAR-Optical Data Fusion Jul 2018 by M. Schmitt & L. H. Hughes & X. X. Zhu (一) 关键词 合成孔径雷达(SAR)、光学遥感(optical remote sensing)、哨兵一号、哨兵二号、深度学习、数据融合 0. 摘要 虽然在许多技术领域,深度学习爆发了一波影响力,但是在遥感...
THE SEN1-2 DATASET FOR DEEP LEARNING IN SAR-OPTICAL DATA FUSIONM. Schmitt 1 , L. H. Hughes 1 , X. X. Zhu 1,21 Signal Processing in Earth Observation, Technical University of Munich (TUM), Munich, Germany - (m.schmitt,lloyd.hughes)@tum.de2 Remote Sensing Technology Institute (IMF),...
Since SEN1-2 is the first large open dataset of this kind, we believe it will support further developments in the field of deep learning for remote sensing as well as multi-sensor data fusion. 展开 关键词: Computer Science - Computer Vision and Pattern Recognition ...
2.1 哨兵一号 哨兵一号(Torres et al., 2012)包括两个极地轨道卫星,配备了C波段SAR遥感系统,使它们获得了无视天气情况进行观测的能力。 哨兵一号以预编程模式运行,以避免冲突并向长期运行的程序生成具有一致性的数据存档。取决于选择四种特有的成像模式中的某一种,图像分辨率最高可达五米,覆盖四百公里内的区域,而且...
Wang, Y. and Zhu, X. X., 2018. The SARptical dataset for joint analysis of SAR and optical image in dense urban area. arXiv:1801.07532. Zhang, L., Zhang, L. and Du, B., 2016. Deep learning for remote sensing data. IEEE Geoscience and Remote Sensing Magazine 4(2), pp. 22–40...
SEN12MS -- A Curated Dataset of Georeferenced Multi-Spectral Sentinel-1/2 Imagery for Deep Learning and Data Fusion 来自 EBSCO 喜欢 0 阅读量: 617 作者:M Schmitt,LH Hughes,C Qiu,XX Zhu 摘要: The availability of curated large-scale training data is a crucial factor for the development of ...