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 ISPRS Journal of Photogrammetry and Remote Sensing 178, 68-80, 2021 | 222 | 2021 |
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 | 125 | 2020 |
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 | 121 | 2022 |
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 | 98 | 2018 |
Dynamicearthnet: Daily multi-spectral satellite dataset for semantic change segmentation A Toker, L Kondmann, M Weber, M Eisenberger, A Camero, J Hu, ... Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022 | 91 | 2022 |
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 | 82 | 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 | 75 | 2017 |
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 | 70 | 2019 |
Land consumption in cities: A comparative study across the globe J Hu, Y Wang, H Taubenböck, XX Zhu Cities 113, 103163, 2021 | 50 | 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 | 33 | 2019 |
MDAS: A new multimodal benchmark dataset for remote sensing J Hu, R Liu, D Hong, A Camero, J Yao, M Schneider, F Kurz, K Segl, ... Earth System Science Data 15 (1), 113-131, 2023 | 31 | 2023 |
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 | 17 | 2016 |
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 |
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, X Zhu IEEE Transactions on Geoscience and Remote Sensing 60, 1-16, 2021 | 11 | 2021 |
Fusionet: a two-stream convolutional neural network for urban scene classification using polar and hyperspectral data In: 2017 Joint urban remote sensing event (JURSE) J Hu, L Mou, A Schmitt, XX Zhu IEEE. https://doi. org/10.1109/JURSE, 2017 | 11 | 2017 |
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 the Photogrammetry, Remote Sensing and Spatial …, 2020 | 8 | 2020 |
Cross-city Landuse classification of remote sensing images via deep transfer learning X Zhao, J Hu, L Mou, Z Xiong, XX Zhu International Journal of Applied Earth Observation and Geoinformation 122 …, 2023 | 7 | 2023 |
Exploring Sentinel-L Data for Local Climate Zone Classification J Hu, XX Zhu IGARSS 2018-2018 IEEE International Geoscience and Remote Sensing Symposium …, 2018 | 5 | 2018 |
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 | 3 | 2017 |
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 |