Towards automatic SAR-optical stereogrammetry over urban areas using very high resolution imagery

por Qiu, Chunping, Schmitt, Michael, Zhu, Xiao Xiang
Publicado 2018

Recurrently exploring class-wise attention in a hybrid convolutional and bidirectional LSTM network for multi-label aerial image classification

por Hua, Yuansheng, Mou, Lichao, Zhu, Xiao Xiang
Publicado 2019

Building segmentation through a gated graph convolutional neural network with deep structured feature embedding

por Shi, Yilei, Li, Qingyu, Zhu, Xiao Xiang
Publicado 2020

Local climate zone-based urban land cover classification from multi-seasonal Sentinel-2 images with a recurrent residual network

por Qiu, Chunping, Mou, Lichao, Schmitt, Michael, Zhu, Xiao Xiang
Publicado 2019

Cloud removal in Sentinel-2 imagery using a deep residual neural network and SAR-optical data fusion

por Meraner, Andrea, Ebel, Patrick, Zhu, Xiao Xiang, Schmitt, Michael
Publicado 2020

Automatic registration of a single SAR image and GIS building footprints in a large-scale urban area

por Sun, Yao, Montazeri, Sina, Wang, Yuanyuan, Zhu, Xiao Xiang
Publicado 2020

Enabling country-scale land cover mapping with meter-resolution satellite imagery

por Tong, Xin-Yi, Xia, Gui-Song, Zhu, Xiao Xiang
Publicado 2023

A framework for SAR-optical stereogrammetry over urban areas

por Bagheri, Hossein, Schmitt, Michael, d’Angelo, Pablo, Zhu, Xiao Xiang
Publicado 2018

Learnable manifold alignment (LeMA): A semi-supervised cross-modality learning framework for land cover and land use classification

por Hong, Danfeng, Yokoya, Naoto, Ge, Nan, Chanussot, Jocelyn, Zhu, Xiao Xiang
Publicado 2019

Learning to propagate labels on graphs: An iterative multitask regression framework for semi-supervised hyperspectral dimensionality reduction

por Hong, Danfeng, Yokoya, Naoto, Chanussot, Jocelyn, Xu, Jian, Zhu, Xiao Xiang
Publicado 2019

Aerial scene understanding in the wild: Multi-scene recognition via prototype-based memory networks

por Hua, Yuansheng, Mou, Lichao, Lin, Jianzhe, Heidler, Konrad, Zhu, Xiao Xiang
Publicado 2021

Multimodal remote sensing benchmark datasets for land cover classification with a shared and specific feature learning model

por Hong, Danfeng, Hu, Jingliang, Yao, Jing, Chanussot, Jocelyn, Zhu, Xiao Xiang
Publicado 2021

Semi-supervised bidirectional alignment for Remote Sensing cross-domain scene classification

por Huang, Wei, Shi, Yilei, Xiong, Zhitong, Wang, Qi, Zhu, Xiao Xiang
Publicado 2023

X-ModalNet: A semi-supervised deep cross-modal network for classification of remote sensing data

por Hong, Danfeng, Yokoya, Naoto, Xia, Gui-Song, Chanussot, Jocelyn, Zhu, Xiao Xiang
Publicado 2020

A framework for large-scale mapping of human settlement extent from Sentinel-2 images via fully convolutional neural networks

por Qiu, Chunping, Schmitt, Michael, Geiß, Christian, Chen, Tzu-Hsin Karen, Zhu, Xiao Xiang
Publicado 2020

The urban morphology on our planet – Global perspectives from space

por Zhu, Xiao Xiang, Qiu, Chunping, Hu, Jingliang, Shi, Yilei, Wang, Yuanyuan, Schmitt, Michael, Taubenböck, Hannes
Publicado 2022

So2Sat POP - A Curated Benchmark Data Set for Population Estimation from Space on a Continental Scale

por Doda, Sugandha, Wang, Yuanyuan, Kahl, Matthias, Hoffmann, Eike Jens, Ouan, Kim, Taubenböck, Hannes, Zhu, Xiao Xiang
Publicado 2022

Assessment of effective mitigation and prediction of the spread of SARS-CoV-2 in Germany using demographic information and spatial resolution

por Kühn, Martin J., Abele, Daniel, Mitra, Tanmay, Koslow, Wadim, Abedi, Majid, Rack, Kathrin, Siggel, Martin, Khailaie, Sahamoddin, Klitz, Margrit, Binder, Sebastian, Spataro, Luca, Gilg, Jonas, Kleinert, Jan, Häberle, Matthias, Plötzke, Lena, Spinner, Christoph D., Stecher, Melanie, Zhu, Xiao Xiang, Basermann, Achim, Meyer-Hermann, Michael
Publicado 2021

Three-dimensional convolutional neural network model to identify clinically significant prostate cancer in transrectal ultrasound videos: a prospective, multi-institutional, diagno...

por Sun, Yi-Kang, Zhou, Bo-Yang, Miao, Yao, Shi, Yi-Lei, Xu, Shi-Hao, Wu, Dao-Ming, Zhang, Lei, Xu, Guang, Wu, Ting-Fan, Wang, Li-Fan, Yin, Hao-Hao, Ye, Xin, Lu, Dan, Han, Hong, Xiang, Li-Hua, Zhu, Xiao-Xiang, Zhao, Chong-Ke, Xu, Hui-Xiong
Publicado 2023