Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Shared and Specific Feature Learning Model D Hong, J Hu, J Yao, J Chanussot, XX Zhu arXiv preprint arXiv:2105.10196, 2021 | 122 | 2021 |
Feature extraction and selection of sentinel-1 dual-pol data for global-scale local climate zone classification J Hu, P Ghamisi, XX Zhu ISPRS International Journal of Geo-Information 7 (9), 379, 2018 | 83 | 2018 |
So2Sat LCZ42: A Benchmark Data Set for the Classification of Global Local Climate Zones [Software and Data Sets] XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Haberle, Y Hua, ... IEEE Geoscience and Remote Sensing Magazine 8 (3), 76-89, 2020 | 73 | 2020 |
So2Sat LCZ42: A benchmark dataset for global local climate zones classification XX Zhu, J Hu, C Qiu, Y Shi, J Kang, L Mou, H Bagheri, M Häberle, Y Hua, ... arXiv preprint arXiv:1912.12171, 2019 | 73 | 2019 |
FusioNet: A two-stream convolutional neural network for urban scene classification using PolSAR and hyperspectral data J Hu, L Mou, A Schmitt, XX Zhu 2017 Joint Urban Remote Sensing Event (JURSE), 1-4, 2017 | 67 | 2017 |
The urban morphology on our planet–Global perspectives from space XX Zhu, C Qiu, J Hu, Y Shi, Y Wang, M Schmitt, H Taubenböck Remote Sensing of Environment 269, 112794, 2022 | 64 | 2022 |
MIMA: MAPPER-Induced Manifold Alignment for Semi-Supervised Fusion of Optical Image and Polarimetric SAR Data J Hu, D Hong, XX Zhu IEEE Transactions on Geoscience and Remote Sensing 57 (11), 9025-9040, 2019 | 55 | 2019 |
Land consumption in cities: A comparative study across the globe J Hu, Y Wang, H Taubenböck, XX Zhu Cities 113, 103163, 2021 | 34 | 2021 |
A comparative review of manifold learning techniques for hyperspectral and polarimetric sar image fusion J Hu, D Hong, Y Wang, XX Zhu Remote Sensing 11 (6), 681, 2019 | 28 | 2019 |
Non-local means filter for polarimetric SAR speckle reduction-experiments using TerraSAR-x data J Hu, R Guo, X Zhu, G Baier, Y Wang ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information …, 2015 | 17 | 2015 |
Object based fusion of polarimetric sar and hyperspectral imaging for land use classification J Hu, P Ghamisi, A Schmitt, XX Zhu 2016 8th Workshop on Hyperspectral Image and Signal Processing: Evolution in …, 2016 | 14 | 2016 |
SAR4LCZ-Net: A Complex-valued Convolutional Neural Network for Local Climate Zones Classification Using Gaofen-3 Quad-pol SAR Data R Zhang, Y Wang, J Hu, W Yang, J Chen, XX Zhu IEEE Transactions on Geoscience and Remote Sensing, 2021 | 6 | 2021 |
Unsupervised Domain Adaptation Using a Teacher-Student Network for Cross-City Classification of SENTINEL-2 Images J Hu, L Mou, XX Zhu The International Archives of Photogrammetry, Remote Sensing and Spatial …, 2020 | 5 | 2020 |
Exploring Sentinel-L Data for Local Climate Zone Classification J Hu, XX Zhu IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 3 | 2018 |
A Topological Data Analysis Guided Fusion Algorithm: Mapper-Regularized Manifold Alignment J Hu, D Hong, Y Wang, XX Zhu IGARSS 2019-2019 IEEE International Geoscience and Remote Sensing Symposium …, 2019 | 2 | 2019 |
Evaluation of polsar similarity measures with spectral clustering J Hu, Y Wang, P Ghamisi, XX Zhu 2017 IEEE International Geoscience and Remote Sensing Symposium (IGARSS …, 2017 | 2 | 2017 |
Multimodal Remote Sensing Benchmark Datasets for Land Cover Classification with A Novel Shared-Specific Feature Learning Model D Hong, J Hu, J Chanussot, XX Zhu ISPRS Journal of Photogrammetry and Remote Sensing, 2021 | | 2021 |
From Remote Sensing Data to Urban Patterns: A Topology Guided Data Fusion Paradigm J Hu Technische Universität München, 2020 | | 2020 |
MAPPER Regularized Semi-supervised Manifold Alignment for the Fusion of Simulated EnMAP Image and Sentinel-1 Dual-Pol Data J Hu, D Hong, XX Zhu | | 2018 |
Dual-Channel PolSAR Speckle Reduction Using Non-Local Means Filter J Hu, A Schmitt, X Zhu Proceedings of EUSAR 2016: 11th European Conference on Synthetic Aperture …, 2016 | | 2016 |