Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDXiaoxiang Zhu
Xiao Xiang Zhu
Person information
- affiliation: Technical University Munich, Germany
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2023
[j171]Qingyu Li, Sebastian Krapf
, Yilei Shi, Xiao Xiang Zhu:
SolarNet: A convolutional neural network-based framework for rooftop solar potential estimation from aerial imagery. Int. J. Appl. Earth Obs. Geoinformation 116: 103098 (2023)- [j170]Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu:
Self-supervised audiovisual representation learning for remote sensing data. Int. J. Appl. Earth Obs. Geoinformation 116: 103130 (2023) - [j169]Yuxing Xie, Jiaojiao Tian, Xiao Xiang Zhu:
A co-learning method to utilize optical images and photogrammetric point clouds for building extraction. Int. J. Appl. Earth Obs. Geoinformation 116: 103165 (2023) - [j168]Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Sining Chen, Yao Sun, Xiao Xiang Zhu:
3DCentripetalNet: Building height retrieval from monocular remote sensing imagery. Int. J. Appl. Earth Obs. Geoinformation 120: 103311 (2023) - [j167]Runmin Dong, Lixian Zhang, Weijia Li, Shuai Yuan, Lin Gan, Juepeng Zheng, Haohuan Fu, Lichao Mou, Xiao Xiang Zhu:
An adaptive image fusion method for Sentinel-2 images and high-resolution images with long-time intervals. Int. J. Appl. Earth Obs. Geoinformation 121: 103381 (2023) - [j166]Xiangyu Zhao, Jingliang Hu, Lichao Mou, Zhitong Xiong, Xiao Xiang Zhu:
Cross-city Landuse classification of remote sensing images via deep transfer learning. Int. J. Appl. Earth Obs. Geoinformation 122: 103358 (2023) - [j165]Jakob Gawlikowski, Sudipan Saha, Julia Niebling, Xiao Xiang Zhu:
Handling unexpected inputs: incorporating source-wise out-of-distribution detection into SAR-optical data fusion for scene classification. EURASIP J. Adv. Signal Process. 2023(1): 47 (2023) - [j164]Fei Zhou, Xin Sun, Junyu Dong, Xiao Xiang Zhu:
SurroundNet: Towards effective low-light image enhancement. Pattern Recognit. 141: 109602 (2023) - [j163]Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu:
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements [From the Guest Editors]. IEEE Signal Process. Mag. 40(4): 3-6 (2023) - [j162]Rodrigo Capobianco Guido, Tülay Adali, Emil Björnson, Laure Blanc-Féraud, Ulisses Braga-Neto, Behnaz Ghoraani, Christian Jutten, Alle-Jan van der Veen, Hong Vicky Zhao, Xiaoxiang Zhu:
IEEE Signal Processing Society: Celebrating 75 Years of Remarkable Achievements (Part 2) [From the Guest Editors]. IEEE Signal Process. Mag. 40(5): 8-11 (2023) - [j161]Martin Hermann, Sudipan Saha, Xiao Xiang Zhu:
Filtering Specialized Change in a Few-Shot Setting. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 1185-1196 (2023) - [j160]Lukas Kondmann, Sudipan Saha, Xiao Xiang Zhu:
SemiSiROC: Semisupervised Change Detection With Optical Imagery and an Unsupervised Teacher Model. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 3879-3891 (2023) - [j159]Qian Song, Conrad M. Albrecht, Zhitong Xiong, Xiao Xiang Zhu:
Biomass Estimation and Uncertainty Quantification From Tree Height. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 4833-4845 (2023) - [j158]Ridvan Salih Kuzu, Leonardo Bagaglini, Yi Wang, Corneliu Octavian Dumitru, Nassim Ait Ali Braham, Giorgio Pasquali, Filippo Santarelli, Francesco Trillo, Sudipan Saha, Xiao Xiang Zhu:
Automatic Detection of Building Displacements Through Unsupervised Learning From InSAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16: 6931-6947 (2023) - [j157]Yaxiong Chen, Jinghao Huang, Lichao Mou, Pu Jin, Shengwu Xiong, Xiao Xiang Zhu:
Deep Saliency Smoothing Hashing for Drone Image Retrieval. IEEE Trans. Geosci. Remote. Sens. 61: 1-13 (2023) - [j156]Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu:
A Deep Active Contour Model for Delineating Glacier Calving Fronts. IEEE Trans. Geosci. Remote. Sens. 61: 1-12 (2023) - [j155]Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu:
Universal Domain Adaptation for Remote Sensing Image Scene Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-15 (2023) - [j154]Fahong Zhang, Yilei Shi, Zhitong Xiong, Wei Huang, Xiao Xiang Zhu:
Pseudo Features-Guided Self-Training for Domain Adaptive Semantic Segmentation of Satellite Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [c214]Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu:
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series. CVPR Workshops 2023: 2086-2096 - [c213]Sining Chen, Yilei Shi, Xiao Xiang Zhu:
Long-tailed Regression with Ensembles for Monocular Height Estimation from Single Remote Sensing Images. JURSE 2023: 1-4 - [c212]Fan Fan, Yilei Shi, Xiao Xiang Zhu:
Urban Land Cover Classification from Sentinel-2 Images with Quantum-Classical Network. JURSE 2023: 1-4 - [c211]Qingyu Li, Yao Sun, Lichao Mou, Yilei Shi, Xiao Xiang Zhu:
Semi-supervised segmentation of individual buildings from SAR imagery. JURSE 2023: 1-4 - [c210]Thomas Stark, Michael Wurm, Xiao Xiang Zhu, Hannes Taubenböck:
Detecting challenging urban environments using a few-shot meta-learning approach. JURSE 2023: 1-4 - [c209]Isabelle Tingzon, James Matthew Miraflor, Xiao Xiang Zhu, Mrinalini Kochupillai:
Towards Impactful Applications of AI4EO in the Global South. JURSE 2023: 1-4 - [c208]Qingsong Xu, Yilei Shi, Xiao Xiang Zhu:
UCDFormer: Unsupervised Change Detection Using Real-time Transformers. JURSE 2023: 1-4 - [c207]Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu:
Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images. JURSE 2023: 1-4 - [c206]Yue Zeng, Jianhua Guo, Xiao Xiang Zhu:
Spatial-Temporal Analysis of Urban Green Space and the Impact on Land Surface Temperature of Beijing, China. JURSE 2023: 1-4 - [c205]Fahong Zhang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu:
Pseudo Features Guided Self-training for Domain Adaptive Semantic Segmentation of Aerial Images. JURSE 2023: 1-4 - [c204]Kalifou René Traoré, Andrés Camero, Xiao Xiang Zhu:
We Won't Get Fooled Again: When Performance Metric Malfunction Affects the Landscape of Hyperparameter Optimization Problems. OLA 2023: 148-160 - [i128]Fang Xu, Yilei Shi, Patrick Ebel, Wen Yang, Xiao Xiang Zhu:
High-Resolution Cloud Removal with Multi-Modal and Multi-Resolution Data Fusion: A New Baseline and Benchmark. CoRR abs/2301.03432 (2023) - [i127]Qingsong Xu, Yilei Shi, Xin Yuan, Xiao Xiang Zhu:
Universal Domain Adaptation for Remote Sensing Image Scene Classification. CoRR abs/2301.11387 (2023) - [i126]Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu:
Multilingual Augmentation for Robust Visual Question Answering in Remote Sensing Images. CoRR abs/2304.03844 (2023) - [i125]Patrick Ebel, Vivien Sainte Fare Garnot, Michael Schmitt, Jan Dirk Wegner, Xiao Xiang Zhu:
UnCRtainTS: Uncertainty Quantification for Cloud Removal in Optical Satellite Time Series. CoRR abs/2304.05464 (2023) - [i124]Yifang Xu, Yunzhuo Sun, Yang Li, Yilei Shi, Xiaoxiang Zhu, Sidan Du:
MH-DETR: Video Moment and Highlight Detection with Cross-modal Transformer. CoRR abs/2305.00355 (2023) - [i123]Daniel Racek, Brittany I. Davidson, Paul W. Thurner, Xiao Xiang Zhu, Göran Kauermann:
The Politics of Language Choice: How the Russian-Ukrainian War Influences Ukrainians' Language Use on Twitter. CoRR abs/2305.02770 (2023) - [i122]Yilei Shi, Qinyu Li, Xiaoxiang Zhu:
Building Footprint Extraction with Graph Convolutional Network. CoRR abs/2305.04499 (2023) - [i121]Yilei Shi, Richard Bamler, Yuanyuan Wang, Xiao Xiang Zhu:
High Quality Large-Scale 3-D Urban Mapping with Multi-Master TomoSAR. CoRR abs/2305.04541 (2023) - [i120]Congcong Wen, Yuan Hu, Xiang Li, Zhenghang Yuan, Xiao Xiang Zhu:
Vision-Language Models in Remote Sensing: Current Progress and Future Trends. CoRR abs/2305.05726 (2023) - [i119]Devis Tuia, Konrad Schindler, Begüm Demir, Gustau Camps-Valls, Xiao Xiang Zhu, Mrinalini Kochupillai, Saso Dzeroski, Jan N. van Rijn, Holger H. Hoos, Fabio Del Frate, Mihai Datcu, Jorge-Arnulfo Quiané-Ruiz, Volker Markl, Bertrand Le Saux, Rochelle Schneider:
Artificial intelligence to advance Earth observation: a perspective. CoRR abs/2305.08413 (2023) - [i118]Zhitong Xiong, Sining Chen, Yi Wang, Lichao Mou, Xiao Xiang Zhu:
GAMUS: A Geometry-aware Multi-modal Semantic Segmentation Benchmark for Remote Sensing Data. CoRR abs/2305.14914 (2023) - [i117]Zhenghang Yuan, Lichao Mou, Xiao Xiang Zhu:
Overcoming Language Bias in Remote Sensing Visual Question Answering via Adversarial Training. CoRR abs/2306.00483 (2023) - [i116]Zhitong Xiong, Yanfeng Liu, Qi Wang, Xiao Xiang Zhu:
RSSOD-Bench: A large-scale benchmark dataset for Salient Object Detection in Optical Remote Sensing Imagery. CoRR abs/2306.02351 (2023) - [i115]Alexandre Lacoste, Nils Lehmann, Pau Rodríguez, Evan David Sherwin, Hannah Kerner, Björn Lütjens, Jeremy Andrew Irvin, David Dao, Hamed Alemohammad, Alexandre Drouin, Mehmet Gunturkun, Gabriel Huang, David Vázquez, Dava Newman, Yoshua Bengio, Stefano Ermon, Xiao Xiang Zhu:
GEO-Bench: Toward Foundation Models for Earth Monitoring. CoRR abs/2306.03831 (2023) - [i114]Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu:
RRSIS: Referring Remote Sensing Image Segmentation. CoRR abs/2306.08625 (2023) - [i113]Qingsong Xu, Yilei Shi, Xiao Xiang Zhu:
DisasterNets: Embedding Machine Learning in Disaster Mapping. CoRR abs/2306.09815 (2023) - [i112]Shivam Pande, Nassim Ait Ali Braham, Yi Wang, Conrad M. Albrecht, Biplab Banerjee, Xiao Xiang Zhu:
Semi-Supervised Learning for hyperspectral images by non parametrically predicting view assignment. CoRR abs/2306.10955 (2023) - [i111]Konrad Heidler, Lichao Mou, Erik Loebel, Mirko Scheinert, Sébastien Lefèvre, Xiao Xiang Zhu:
A Deep Active Contour Model for Delineating Glacier Calving Fronts. CoRR abs/2307.03461 (2023) - [i110]Zhaiyu Chen, Yilei Shi, Liangliang Nan, Zhitong Xiong, Xiao Xiang Zhu:
PolyGNN: Polyhedron-based Graph Neural Network for 3D Building Reconstruction from Point Clouds. CoRR abs/2307.08636 (2023) - [i109]Qingsong Xu, Yilei Shi, Jianhua Guo, Chaojun Ouyang, Xiao Xiang Zhu:
UCDFormer: Unsupervised Change Detection Using a Transformer-driven Image Translation. CoRR abs/2308.01146 (2023) - [i108]Yi Wang, Chenying Liu, Arti Tiwari, Micha Silver, Arnon Karnieli, Xiao Xiang Zhu, Conrad M. Albrecht:
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection. CoRR abs/2308.02225 (2023) - [i107]Yi Wang, Conrad M. Albrecht, Nassim Ait Ali Braham, Chenying Liu, Zhitong Xiong, Xiao Xiang Zhu:
DeCUR: decoupling common & unique representations for multimodal self-supervision. CoRR abs/2309.05300 (2023) - [i106]Shan Zhao, Sudipan Saha, Zhitong Xiong, Niklas Boers, Xiao Xiang Zhu:
Exploring Geometric Deep Learning For Precipitation Nowcasting. CoRR abs/2309.05828 (2023) - 2022
- [j153]Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu:
CrossGeoNet: A Framework for Building Footprint Generation of Label-Scarce Geographical Regions. Int. J. Appl. Earth Obs. Geoinformation 111: 102824 (2022) - [j152]Qingyu Li, Hannes Taubenböck, Yilei Shi, Stefan Auer, Robert Roschlaub, Clemens Glock, Anna M. Kruspe, Xiao Xiang Zhu:
Identification of undocumented buildings in cadastral data using remote sensing: Construction period, morphology, and landscape. Int. J. Appl. Earth Obs. Geoinformation 112: 102909 (2022) - [j151]Christian Geiß, Yue Zhu, Chunping Qiu, Lichao Mou, Xiao Xiang Zhu, Hannes Taubenböck:
Deep Relearning in the Geospatial Domain for Semantic Remote Sensing Image Segmentation. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j150]Yuansheng Hua, Diego Marcos, Lichao Mou, Xiao Xiang Zhu, Devis Tuia:
Semantic Segmentation of Remote Sensing Images With Sparse Annotations. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j149]Hitesh Kandala, Sudipan Saha, Biplab Banerjee, Xiao Xiang Zhu:
Exploring Transformer and Multilabel Classification for Remote Sensing Image Captioning. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j148]Chunping Qiu, Lukas Liebel, Lloyd Haydn Hughes, Michael Schmitt, Marco Körner, Xiao Xiang Zhu:
Multitask Learning for Human Settlement Extent Regression and Local Climate Zone Classification. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j147]Sudipan Saha, Xiao Xiang Zhu:
Patch-Level Unsupervised Planetary Change Detection. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j146]Sudipan Saha, Shan Zhao, Xiao Xiang Zhu:
Multitarget Domain Adaptation for Remote Sensing Classification Using Graph Neural Network. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j145]Minghui Wang, Qingpeng Li, Yunchao Gu, Leyuan Fang, Xiao Xiang Zhu:
SCAF-Net: Scene Context Attention-Based Fusion Network for Vehicle Detection in Aerial Imagery. IEEE Geosci. Remote. Sens. Lett. 19: 1-5 (2022) - [j144]Qingyu Li, Stefano Zorzi, Yilei Shi, Friedrich Fraundorfer, Xiao Xiang Zhu:
RegGAN: An End-to-End Network for Building Footprint Generation with Boundary Regularization. Remote. Sens. 14(8): 1835 (2022) - [j143]Jianhua Guo, Qingsong Xu, Yue Zeng, Zhiheng Liu, Xiaoxiang Zhu:
Semi-Supervised Cloud Detection in Satellite Images by Considering the Domain Shift Problem. Remote. Sens. 14(11): 2641 (2022) - [j142]Yang Huang, Xiaoxiang Zhu, Xiantao Wang, Zhen Dong, Anxi Yu:
Reference Network Construction for Persistent Scatterer Detection in SAR Tomography: Ant Colony Search Algorithm (ACSA). IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4496-4506 (2022) - [j141]Hasan Nasrallah, Abed Ellatif Samhat, Yilei Shi, Xiao Xiang Zhu, Ghaleb Faour, Ali J. Ghandour:
Lebanon Solar Rooftop Potential Assessment Using Buildings Segmentation From Aerial Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 4909-4918 (2022) - [j140]Sudipan Saha, Muhammad Shahzad, Patrick Ebel, Xiao Xiang Zhu:
Supervised Change Detection Using Prechange Optical-SAR and Postchange SAR Data. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 8170-8178 (2022) - [j139]Omid Ghorbanzadeh, Yonghao Xu, Hengwei Zhao, Junjue Wang, Yanfei Zhong, Dong Zhao, Qi Zang, Shuang Wang, Fahong Zhang, Yilei Shi, Xiao Xiang Zhu, Lin Bai, Weile Li, Weihang Peng, Pedram Ghamisi:
The Outcome of the 2022 Landslide4Sense Competition: Advanced Landslide Detection From Multisource Satellite Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9927-9942 (2022) - [j138]Jakob Gawlikowski, Patrick Ebel, Michael Schmitt, Xiao Xiang Zhu:
Explaining the Effects of Clouds on Remote Sensing Scene Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15: 9976-9986 (2022) - [j137]Yaxiong Chen, Shengwu Xiong, Lichao Mou, Xiao Xiang Zhu:
Deep Quadruple-Based Hashing for Remote Sensing Image-Sound Retrieval. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j136]Patrick Ebel, Yajin Xu, Michael Schmitt, Xiao Xiang Zhu:
SEN12MS-CR-TS: A Remote-Sensing Data Set for Multimodal Multitemporal Cloud Removal. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j135]Jakob Gawlikowski, Sudipan Saha, Anna M. Kruspe, Xiao Xiang Zhu:
An Advanced Dirichlet Prior Network for Out-of-Distribution Detection in Remote Sensing. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j134]Konrad Heidler, Lichao Mou, Celia A. Baumhoer, Andreas J. Dietz, Xiao Xiang Zhu:
HED-UNet: Combined Segmentation and Edge Detection for Monitoring the Antarctic Coastline. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j133]Yuansheng Hua, Lichao Mou, Pu Jin, Xiao Xiang Zhu:
MultiScene: A Large-Scale Dataset and Benchmark for Multiscene Recognition in Single Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j132]Pu Jin, Lichao Mou, Yuansheng Hua, Gui-Song Xia, Xiao Xiang Zhu:
FuTH-Net: Fusing Temporal Relations and Holistic Features for Aerial Video Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j131]Pu Jin, Lichao Mou, Gui-Song Xia, Xiao Xiang Zhu:
Anomaly Detection in Aerial Videos With Transformers. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j130]Lukas Kondmann, Aysim Toker, Sudipan Saha, Bernhard Schölkopf, Laura Leal-Taixé, Xiao Xiang Zhu:
Spatial Context Awareness for Unsupervised Change Detection in Optical Satellite Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j129]Qingyu Li, Lichao Mou, Yuansheng Hua, Yilei Shi, Xiao Xiang Zhu:
Building Footprint Generation Through Convolutional Neural Networks With Attraction Field Representation. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j128]Qingyu Li, Yilei Shi, Xiao Xiang Zhu:
Semi-Supervised Building Footprint Generation With Feature and Output Consistency Training. IEEE Trans. Geosci. Remote. Sens. 60: 1-17 (2022) - [j127]Jun Li, Zhaocong Wu, Zhongwen Hu, Canliang Jian, Shaojie Luo, Lichao Mou, Xiao Xiang Zhu, Matthieu Molinier:
A Lightweight Deep Learning-Based Cloud Detection Method for Sentinel-2A Imagery Fusing Multiscale Spectral and Spatial Features. IEEE Trans. Geosci. Remote. Sens. 60: 1-19 (2022) - [j126]Erik Loebel, Mirko Scheinert, Martin Horwath, Konrad Heidler, Julia Christmann, Long Duc Phan, Angelika Humbert, Xiao Xiang Zhu:
Extracting Glacier Calving Fronts by Deep Learning: The Benefit of Multispectral, Topographic, and Textural Input Features. IEEE Trans. Geosci. Remote. Sens. 60: 1-12 (2022) - [j125]Lichao Mou, Yuansheng Hua, Sudipan Saha, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu:
Detecting Changes by Learning No Changes: Data-Enclosing-Ball Minimizing Autoencoders for One-Class Change Detection in Multispectral Imagery. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j124]Lichao Mou, Sudipan Saha, Yuansheng Hua, Francesca Bovolo, Lorenzo Bruzzone, Xiao Xiang Zhu:
Deep Reinforcement Learning for Band Selection in Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 60: 1-14 (2022) - [j123]Kun Qian, Yuanyuan Wang, Peter Jung, Yilei Shi, Xiao Xiang Zhu:
Basis Pursuit Denoising via Recurrent Neural Network Applied to Super-Resolving SAR Tomography. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j122]Kun Qian, Yuanyuan Wang, Yilei Shi, Xiao Xiang Zhu:
γ-Net: Superresolving SAR Tomographic Inversion via Deep Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j121]Sudipan Saha, Patrick Ebel, Xiao Xiang Zhu:
Self-Supervised Multisensor Change Detection. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j120]Sudipan Saha, Muhammad Shahzad, Lichao Mou, Qian Song, Xiao Xiang Zhu:
Unsupervised Single-Scene Semantic Segmentation for Earth Observation. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j119]Qian Song, Feng Xu, Xiao Xiang Zhu, Ya-Qiu Jin:
Learning to Generate SAR Images With Adversarial Autoencoder. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j118]Yao Sun, Yuansheng Hua, Lichao Mou, Xiao Xiang Zhu:
CG-Net: Conditional GIS-Aware Network for Individual Building Segmentation in VHR SAR Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j117]Xu Tang, Huayu Zhang, Lichao Mou, Fang Liu, Xiangrong Zhang, Xiao Xiang Zhu, Licheng Jiao:
An Unsupervised Remote Sensing Change Detection Method Based on Multiscale Graph Convolutional Network and Metric Learning. IEEE Trans. Geosci. Remote. Sens. 60: 1-15 (2022) - [j116]Tianze Yu, Jianzhe Lin, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu, Z. Jane Wang:
SCIDA: Self-Correction Integrated Domain Adaptation From Single- to Multi-Label Aerial Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j115]Zhenghang Yuan, Lichao Mou, Qi Wang, Xiao Xiang Zhu:
From Easy to Hard: Learning Language-Guided Curriculum for Visual Question Answering on Remote Sensing Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-11 (2022) - [j114]Zhenghang Yuan, Lichao Mou, Zhitong Xiong, Xiao Xiang Zhu:
Change Detection Meets Visual Question Answering. IEEE Trans. Geosci. Remote. Sens. 60: 1-13 (2022) - [j113]Rui Zhang, Yuanyuan Wang, Jingliang Hu, Wei Yang, Jie Chen, Xiaoxiang Zhu:
SAR4LCZ-Net: A Complex-Valued Convolutional Neural Network for Local Climate Zones Classification Using Gaofen-3 Quad-Pol SAR Data. IEEE Trans. Geosci. Remote. Sens. 60: 1-16 (2022) - [j112]Lei Ding, Hao Tang, Yahui Liu, Yilei Shi, Xiao Xiang Zhu, Lorenzo Bruzzone:
Adversarial Shape Learning for Building Extraction in VHR Remote Sensing Images. IEEE Trans. Image Process. 31: 678-690 (2022) - [c203]Gyri Reiersen, David Dao, Björn Lütjens, Konstantin Klemmer, Kenza Amara, Attila Steinegger, Ce Zhang, Xiaoxiang Zhu:
ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with Deep Learning and Aerial Imagery. AAAI 2022: 12119-12125 - [c202]Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu:
Peaks Fusion assisted Early-stopping Strategy for Overhead Imagery Segmentation with Noisy Labels. IEEE Big Data 2022: 4842-4847 - [c201]Yi Wang, Chenying Liu, Arti Tiwari, Micha Silver, Arnon Karnieli, Xiao Xiang Zhu, Conrad M. Albrecht:
Deep Semantic Model Fusion for Ancient Agricultural Terrace Detection. IEEE Big Data 2022: 4888-4892 - [c200]Fahong Zhang, Yilei Shi, Qingsong Xu, Zhitong Xiong, Wei Yao, Xiao Xiang Zhu:
On the Generalization of the Semantic Segmentation Model for Landslide Detection. CDCEO@IJCAI 2022: 96-100 - [c199]Patrick Damme, Marius Birkenbach, Constantinos Bitsakos, Matthias Boehm, Philippe Bonnet, Florina M. Ciorba, Mark Dokter, Pawel Dowgiallo, Ahmed Eleliemy, Christian Faerber, Georgios I. Goumas, Dirk Habich, Niclas Hedam, Marlies Hofer, Wenjun Huang, Kevin Innerebner, Vasileios Karakostas, Roman Kern, Tomaz Kosar, Alexander Krause, Daniel Krems, Andreas Laber, Wolfgang Lehner, Eric Mier, Marcus Paradies, Bernhard Peischl, Gabrielle Poerwawinata, Stratos Psomadakis, Tilmann Rabl, Piotr Ratuszniak, Pedro Silva, Nikolai Skuppin, Andreas Starzacher, Benjamin Steinwender, Ilin Tolovski, Pinar Tözün, Wojciech Ulatowski, Yuanyuan Wang, Izajasz P. Wrosz, Ales Zamuda, Ce Zhang, Xiaoxiang Zhu:
DAPHNE: An Open and Extensible System Infrastructure for Integrated Data Analysis Pipelines. CIDR 2022 - [c198]Samyo Rode-Hasinger, Anna M. Kruspe, Xiao Xiang Zhu:
True or False? Detecting False Information on Social Media Using Graph Neural Networks. W-NUT@COLING 2022: 222-229 - [c197]Codrut-Andrei Diaconu, Sudipan Saha, Stephan Günnemann, Xiao Xiang Zhu:
Understanding the Role of Weather Data for Earth Surface Forecasting using a ConvLSTM-based Model. CVPR Workshops 2022: 1361-1370 - [c196]Aysim Toker, Lukas Kondmann, Mark Weber, Marvin Eisenberger, Andrés Camero, Jingliang Hu, Ariadna Pregel Hoderlein, Çaglar Senaras, Timothy Davis, Daniel Cremers, Giovanni Marchisio, Xiao Xiang Zhu, Laura Leal-Taixé:
DynamicEarthNet: Daily Multi-Spectral Satellite Dataset for Semantic Change Segmentation. CVPR 2022: 21126-21135 - [c195]Sudipan Saha, Shan Zhao, Nasrullah Sheikh, Xiao Xiang Zhu:
Reiterative Domain Aware Multi-target Adaptation. GCPR 2022: 68-84 - [c194]Zhitong Xiong, Haopeng Li, Xiao Xiang Zhu:
Doubly Deformable Aggregation of Covariance Matrices for Few-Shot Segmentation. ECCV (20) 2022: 133-150 - [c193]Yao Sun, Lichao Mou, Yuanyuan Wang, Xiao Xiang Zhu:
Bounding Box Regression Network for Building Height Retrieval Using a Single SAR Image. IGARSS 2022: 56-59 - [c192]Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu:
Self-Supervised Vision Transformers for Joint SAR-Optical Representation Learning. IGARSS 2022: 139-142 - [c191]Qingyu Li, Yilei Shi, Xia