Integration of Sentinel-1 and Sentinel-2 Data for Land Cover Mapping Using W-Net.
作者： Massimiliano Gargiulo , Domenico A. G. Dell’Aglio , Antonio Iodice , Daniele Riccio , Giuseppe Ruello
DOI: 10.3390/S20102969
关键词:
摘要: … This complex space- and time-variant environment constitutes an excellent benchmark for land cover mapping research. In addition, this area is particularly interesting from the …
mdpi.com
sci-hub.st 参考文章(48)
David Stutz, Alexander Hermans, Bastian Leibe, Superpixels: An evaluation of the state-of-the-art Computer Vision and Image Understanding. ,vol. 166, pp. 1- 27 ,(2018) , 10.1016/J.CVIU.2017.03.007
Nataliia Kussul, Mykola Lavreniuk, Sergii Skakun, Andrii Shelestov, Deep Learning Classification of Land Cover and Crop Types Using Remote Sensing Data IEEE Geoscience and Remote Sensing Letters. ,vol. 14, pp. 778- 782 ,(2017) , 10.1109/LGRS.2017.2681128
Marcin Ciecholewski, River channel segmentation in polarimetric SAR images: Watershed transform combined with average contrast maximisation Expert Systems with Applications. ,vol. 82, pp. 196- 215 ,(2017) , 10.1016/J.ESWA.2017.04.018
Alan M Braga, Regis CP Marques, Francisco AA Rodrigues, Fatima NS Medeiros, None, A Median Regularized Level Set for Hierarchical Segmentation of SAR Images IEEE Geoscience and Remote Sensing Letters. ,vol. 14, pp. 1171- 1175 ,(2017) , 10.1109/LGRS.2017.2702062
Ruijin Jin, Junjun Yin, Wei Zhou, Jian Yang, Level Set Segmentation Algorithm for High-Resolution Polarimetric SAR Images Based on a Heterogeneous Clutter Model IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. ,vol. 10, pp. 4565- 4579 ,(2017) , 10.1109/JSTARS.2017.2716620
Dino Ienco, Raffaele Gaetano, Claire Dupaquier, Pierre Maurel, Land Cover Classification via Multitemporal Spatial Data by Deep Recurrent Neural Networks IEEE Geoscience and Remote Sensing Letters. ,vol. 14, pp. 1685- 1689 ,(2017) , 10.1109/LGRS.2017.2728698
Nicola Clerici, Cesar Augusto Valbuena Calderón, Juan Manuel Posada, None, Fusion of Sentinel-1A and Sentinel-2A data for land cover mapping: a case study in the lower Magdalena region, Colombia Journal of Maps. ,vol. 13, pp. 718- 726 ,(2017) , 10.1080/17445647.2017.1372316
Xide Xia, Xingchao Peng, Brian Kulis, W-Net: A Deep Model for Fully Unsupervised Image Segmentation arXiv: Computer Vision and Pattern Recognition. ,(2017)
Giuseppe Scarpa, Massimiliano Gargiulo, Antonio Mazza, Raffaele Gaetano, A CNN-Based Fusion Method for Feature Extraction from Sentinel Data Remote Sensing. ,vol. 10, pp. 236- ,(2018) , 10.3390/RS10020236
Donato Amitrano, Gerardo Di Martino, Antonio Iodice, Daniele Riccio, Giuseppe Ruello, Unsupervised Rapid Flood Mapping Using Sentinel-1 GRD SAR Images IEEE Transactions on Geoscience and Remote Sensing. ,vol. 56, pp. 3290- 3299 ,(2018) , 10.1109/TGRS.2018.2797536