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Xiaoxiang Zhu 0001
Xiao Xiang Zhu 0001
Person information
- affiliation: Technical University Munich, Data Science in Earth Observation, Germany
Other persons with the same name
- Xiaoxiang Zhu 0002
— National University of Defense Technology, College of Electronic Science and Technology, Changsha, China
- Xiaoxiang Zhu 0003 — Nanjing University of Aeronautics and Astronautics, College of Computer Science and Technology, Nanjing, China
- Xiaoxiang Zhu 0004 — National Meteorological Center, Beijing, China
- Xiaoxiang Zhu 0005 — Massachusetts Institute of Technology, Department of Chemical Engineering, Cambridge, MA, USA (and 1 more)
- Xiao Xiang Zhu
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2020 – today
- 2025
- [j198]Yi Wang
, Hugo Hernández Hernández, Conrad M. Albrecht
, Xiaoxiang Zhu
:
Feature Guided Masked Autoencoder for Self-Supervised Learning in Remote Sensing. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 18: 321-336 (2025) - [j197]Wei Huang, Ziqi Gu, Yilei Shi, Zhitong Xiong
, Xiaoxiang Zhu
:
Semi-Supervised Building Footprint Extraction Using Debiased Pseudo-Labels. IEEE Trans. Geosci. Remote. Sens. 63: 1-14 (2025) - 2024
- [j196]Sugandha Doda
, Matthias Kahl, Kim Ouan, Ivica Obadic
, Yuanyuan Wang, Hannes Taubenböck
, Xiao Xiang Zhu
:
Interpretable deep learning for consistent large-scale urban population estimation using Earth observation data. Int. J. Appl. Earth Obs. Geoinformation 128: 103731 (2024) - [j195]Chenglong Zhang, Lichao Mou, Shihao Shan, Hao Zhang
, Yafei Qi, Dexin Yu, Xiao Xiang Zhu, Nianzheng Sun, Xiangrong Zheng
, Xiaopeng Ma:
Medical hyperspectral image classification based weakly supervised single-image global learning network. Eng. Appl. Artif. Intell. 133: 108042 (2024) - [j194]Christoph Koller
, Peter Jung, Xiaoxiang Zhu
:
Can Land Cover Classification Models Benefit From Distance-Aware Architectures? IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j193]M. Q. Khan
, Muhammad Shahzad
, Saqib Ali Khan, M. M. Fraz
, Xiao Xiang Zhu:
Beyond local patches: Preserving global-local interactions by enhancing self-attention via 3D point cloud tokenization. Pattern Recognit. 155: 110712 (2024) - [j192]Thomas Stark
, Michael Wurm
, Xiaoxiang Zhu
, Hannes Taubenböck
:
Quantifying Uncertainty in Slum Detection: Advancing Transfer Learning With Limited Data in Noisy Urban Environments. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4552-4565 (2024) - [j191]Ridvan Salih Kuzu
, Oleg Antropov
, Matthieu Molinier
, Corneliu Octavian Dumitru
, Sudipan Saha
, Xiaoxiang Zhu
:
Forest Disturbance Detection via Self-Supervised and Transfer Learning With Sentinel-1&2 Images. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 4751-4767 (2024) - [j190]Nassim Ait Ali Braham
, Julien Mairal
, Jocelyn Chanussot
, Lichao Mou
, Xiaoxiang Zhu
:
Enhancing Contrastive Learning With Positive Pair Mining for Few-Shot Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 8509-8526 (2024) - [j189]Fan Fan
, Yilei Shi, Xiaoxiang Zhu
:
Land Cover Classification From Sentinel-2 Images With Quantum-Classical Convolutional Neural Networks. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 17: 12477-12489 (2024) - [j188]Yaxiong Chen
, Yujie Wang, Shengwu Xiong
, Xiaoqiang Lu
, Xiaoxiang Zhu
, Lichao Mou:
Integrating Detailed Features and Global Contexts for Semantic Segmentation in Ultrahigh-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j187]Konrad Heidler
, Ingmar Nitze
, Guido Grosse
, Xiaoxiang Zhu
:
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances in the Arctic. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j186]Christoph Koller
, Göran Kauermann, Xiao Xiang Zhu
:
Going Beyond One-Hot Encoding in Classification: Can Human Uncertainty Improve Model Performance in Earth Observation? IEEE Trans. Geosci. Remote. Sens. 62: 1-11 (2024) - [j185]Qingyu Li, Lichao Mou, Yao Sun
, Yuansheng Hua
, Yilei Shi, Xiaoxiang Zhu
:
A Review of Building Extraction From Remote Sensing Imagery: Geometrical Structures and Semantic Attributes. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j184]Chenying Liu
, Conrad M. Albrecht
, Yi Wang
, Qingyu Li, Xiaoxiang Zhu
:
AIO2: Online Correction of Object Labels for Deep Learning With Incomplete Annotation in Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-17 (2024) - [j183]Kun Qian
, Yuanyuan Wang
, Peter Jung, Yilei Shi, Xiaoxiang Zhu
:
HyperLISTA-ABT: An Ultralight Unfolded Network for Accurate Multicomponent Differential Tomographic SAR Inversion. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j182]Yi Wang
, Conrad M. Albrecht
, Xiaoxiang Zhu
:
Multilabel-Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j181]Yuxing Xie
, Xiangtian Yuan
, Xiaoxiang Zhu
, Jiaojiao Tian
:
Multimodal Co-Learning for Building Change Detection: A Domain Adaptation Framework Using VHR Images and Digital Surface Models. IEEE Trans. Geosci. Remote. Sens. 62: 1-20 (2024) - [j180]Zhitong Xiong
, Sining Chen, Yilei Shi, Xiaoxiang Zhu
:
Self-Supervised Pretraining With Monocular Height Estimation for Semantic Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j179]Fang Xu
, Yilei Shi, Patrick Ebel, Wen Yang
, Xiao Xiang Zhu
:
Multimodal and Multiresolution Data Fusion for High-Resolution Cloud Removal: A Novel Baseline and Benchmark. IEEE Trans. Geosci. Remote. Sens. 62: 1-15 (2024) - [j178]Yuting Yang
, Xin Sun
, Junyu Dong
, Kin-Man Lam, Xiaoxiang Zhu
:
Attention-ConvNet Network for Ocean-Front Prediction via Remote Sensing SST Images. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j177]Weikang Yu
, Xiaokang Zhang
, Samiran Das
, Xiaoxiang Zhu
, Pedram Ghamisi
:
MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j176]Weikang Yu
, Xiaokang Zhang
, Richard Gloaguen
, Xiaoxiang Zhu
, Pedram Ghamisi
:
MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 62: 1-16 (2024) - [j175]Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiaoxiang Zhu
:
RRSIS: Referring Remote Sensing Image Segmentation. IEEE Trans. Geosci. Remote. Sens. 62: 1-12 (2024) - [j174]Fahong Zhang
, Yilei Shi, Zhitong Xiong
, Xiao Xiang Zhu
:
Few-Shot Object Detection in Remote Sensing: Lifting the Curse of Incompletely Annotated Novel Objects. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j173]Yichen Zhao
, Yaxiong Chen
, Shengwu Xiong
, Xiaoqiang Lu
, Xiaoxiang Zhu
, Lichao Mou
:
Co-Enhanced Global-Part Integration for Remote-Sensing Scene Classification. IEEE Trans. Geosci. Remote. Sens. 62: 1-14 (2024) - [j172]Fan Fan
, Yilei Shi, Tobias Guggemos, Xiaoxiang Zhu
:
Hybrid Quantum-Classical Convolutional Neural Network Model for Image Classification. IEEE Trans. Neural Networks Learn. Syst. 35(12): 18145-18159 (2024) - [c249]Fan Fan, Yilei Shi, Xiao Xiang Zhu:
Urban Land Cover Classification with Efficient Hybrid Quantum Machine Learning Model. CEC 2024: 1-7 - [c248]Jie Zhao, Zhitong Xiong, Xiaoxiang Zhu:
UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping. CVPR Workshops 2024: 419-429 - [c247]Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu:
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. CVPR Workshops 2024: 575-584 - [c246]Wei Huang
, Yilei Shi
, Zhitong Xiong
, Xiaoxiang Zhu
:
Representation Enhancement-Stabilization: Reducing Bias-Variance of Domain Generalization. ECCV (36) 2024: 108-125 - [c245]Yi Wang
, Conrad M. Albrecht
, Nassim Ait Ali Braham
, Chenying Liu
, Zhitong Xiong
, Xiao Xiang Zhu
:
Decoupling Common and Unique Representations for Multimodal Self-supervised Learning. ECCV (29) 2024: 286-303 - [c244]Ziqi Gu, Zhaiyu Chen, Yilei Shi, Xiao Xiang Zhu:
Building Attributes Recognition with Noisy and Incomplete Labels. IGARSS 2024: 230-233 - [c243]Zhaiyu Chen, Ziqi Gu, Yilei Shi, Xiao Xiang Zhu:
Learning Building Energy Efficiency with Semantic Attributes. IGARSS 2024: 909-912 - [c242]Zhenghang Yuan, Lichao Mou, Yuansheng Hua, Xiao Xiang Zhu:
Referring Image Segmentation for Remote Sensing Data. IGARSS 2024: 946-949 - [c241]Jie Zhao
, Xiao Xiang Zhu:
Towards Large-Scale Urban Flood Mapping Using Sentinel-1 Data. IGARSS 2024: 1205-1208 - [c240]Qi Zhang, Yuanyuan Wang, Xiao Xiang Zhu:
Deep-Learning-Based Large-Scale Forest Height Generation. IGARSS 2024: 2303-2306 - [c239]Zhitong Xiong, Yi Wang, Fahong Zhang, Xiao Xiang Zhu:
One for All: Toward Unified Foundation Models for Earth Vision. IGARSS 2024: 2734-2738 - [c238]Shan Zhao, Zhitong Xiong, Xiao Xiang Zhu:
Efficient Subseasonal Weather Forecast Using Teleconnection-Informed Transformers. IGARSS 2024: 2847-2852 - [c237]Qian Song, Ridvan Salih Kuzu, Xiao Xiang Zhu:
Dominant Leaf Type Classification Using Sentinel-1 Time Series. IGARSS 2024: 4482-4485 - [c236]Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu:
Task Specific Pretraining with Noisy Labels for Remote Sensing Image Segmentation. IGARSS 2024: 7040-7044 - [c235]Yi Wang, Conrad M. Albrecht, Xiao Xiang Zhu:
Multi-Label Guided Supervised Contrastive Learning for Earth Observation Pretraining. IGARSS 2024: 7568-7571 - [c234]Wei Huang, Yilei Shi, Zhitong Xiong, Xiao Xiang Zhu:
Disentangling Semi-Supervised Semantic Segmentation of Remote Sensing Images. IGARSS 2024: 8184-8188 - [c233]Yaxiong Chen, Minghong Wei, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiaoxiang Zhu, Lichao Mou:
CausalCLIPSeg: Unlocking CLIP's Potential in Referring Medical Image Segmentation with Causal Intervention. MICCAI (3) 2024: 77-87 - [c232]Yaxiong Chen, Chuang Du, Chunlei Li, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiaoxiang Zhu, Lichao Mou:
UniCrossAdapter: Multimodal Adaptation of CLIP for Radiology Report Generation. MedAGI@MICCAI 2024: 113-123 - [c231]Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiaoxiang Zhu, Lichao Mou:
Reducing Annotation Burden: Exploiting Image Knowledge for Few-Shot Medical Video Object Segmentation via Spatiotemporal Consistency Relearning. MICCAI (12) 2024: 272-282 - [c230]Zixuan Zheng, Yilei Shi, Chunlei Li, Jingliang Hu, Xiaoxiang Zhu, Lichao Mou:
Rethinking Cell Counting Methods: Decoupling Counting and Localization. MICCAI (4) 2024: 418-426 - [c229]Yaxiong Chen, Yujie Wang, Zixuan Zheng, Jingliang Hu, Yilei Shi, Shengwu Xiong, Xiaoxiang Zhu, Lichao Mou:
Striving for Simplicity: Simple Yet Effective Prior-Aware Pseudo-labeling for Semi-supervised Ultrasound Image Segmentation. MICCAI (9) 2024: 604-614 - [c228]Tingxiu Chen, Yilei Shi, Zixuan Zheng, Bingcong Yan, Jingliang Hu, Xiaoxiang Zhu, Lichao Mou:
Ultrasound Image-to-Video Synthesis via Latent Dynamic Diffusion Models. MICCAI (4) 2024: 764-774 - [d6]Weikang Yu
, Xiaokang Zhang
, Richard Gloaguen
, Xiao Xiang Zhu
, Pedram Ghamisi
:
Data publication: MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. RODARE, 2024 - [i162]Zhitong Xiong
, Yi Wang, Fahong Zhang, Xiao Xiang Zhu:
One for All: Toward Unified Foundation Models for Earth Vision. CoRR abs/2401.07527 (2024) - [i161]Konrad Heidler, Ingmar Nitze, Guido Grosse, Xiao Xiang Zhu:
PixelDINO: Semi-Supervised Semantic Segmentation for Detecting Permafrost Disturbances. CoRR abs/2401.09271 (2024) - [i160]Shan Zhao, Zhitong Xiong
, Xiao Xiang Zhu:
Efficient Subseasonal Weather Forecast using Teleconnection-informed Transformers. CoRR abs/2401.17870 (2024) - [i159]Zhenghang Yuan, Zhitong Xiong
, Lichao Mou, Xiao Xiang Zhu:
ChatEarthNet: A Global-Scale Image-Text Dataset Empowering Vision-Language Geo-Foundation Models. CoRR abs/2402.11325 (2024) - [i158]Adrian Höhl, Ivica Obadic, Miguel-Ángel Fernández-Torres, Hiba Najjar, Dário A. B. Oliveira, Zeynep Akata, Andreas Dengel, Xiao Xiang Zhu:
Opening the Black-Box: A Systematic Review on Explainable AI in Remote Sensing. CoRR abs/2402.13791 (2024) - [i157]Chenying Liu, Conrad M. Albrecht, Yi Wang, Xiao Xiang Zhu:
Task Specific Pretraining with Noisy Labels for Remote sensing Image Segmentation. CoRR abs/2402.16164 (2024) - [i156]Chenying Liu, Conrad M. Albrecht, Yi Wang, Qingyu Li, Xiao Xiang Zhu:
AIO2: Online Correction of Object Labels for Deep Learning with Incomplete Annotation in Remote Sensing Image Segmentation. CoRR abs/2403.01641 (2024) - [i155]Shan Zhao, Ioannis Prapas, Ilektra Karasante, Zhitong Xiong
, Ioannis Papoutsis, Gustau Camps-Valls, Xiao Xiang Zhu:
Causal Graph Neural Networks for Wildfire Danger Prediction. CoRR abs/2403.08414 (2024) - [i154]Qingsong Xu, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu:
Large-scale flood modeling and forecasting with FloodCast. CoRR abs/2403.12226 (2024) - [i153]Zhitong Xiong
, Yi Wang, Fahong Zhang, Adam J. Stewart, Joëlle Hanna, Damian Borth, Ioannis Papoutsis, Bertrand Le Saux, Gustau Camps-Valls, Xiao Xiang Zhu:
Neural Plasticity-Inspired Foundation Model for Observing the Earth Crossing Modalities. CoRR abs/2403.15356 (2024) - [i152]Ivica Obadic, Alex Levering, Lars Pennig, Dário A. B. Oliveira, Diego Marcos, Xiaoxiang Zhu:
Contrastive Pretraining for Visual Concept Explanations of Socioeconomic Outcomes. CoRR abs/2404.09768 (2024) - [i151]Weikang Yu, Xiaokang Zhang, Samiran Das, Xiaoxiang Zhu, Pedram Ghamisi:
MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification. CoRR abs/2404.12081 (2024) - [i150]Xiao Xiang Zhu, Qingyu Li, Yilei Shi, Yuanyuan Wang, Adam J. Stewart, Jonathan Prexl:
Global OpenBuildingMap - Unveiling the Mystery of Global Buildings. CoRR abs/2404.13911 (2024) - [i149]Chenying Liu
, Conrad M. Albrecht, Yi Wang, Xiaoxiang Zhu:
CromSS: Cross-modal pre-training with noisy labels for remote sensing image segmentation. CoRR abs/2405.01217 (2024) - [i148]Xiao Xiang Zhu, Zhitong Xiong, Yi Wang, Adam J. Stewart, Konrad Heidler, Yuanyuan Wang, Zhenghang Yuan, Thomas Dujardin, Qingsong Xu, Yilei Shi:
On the Foundations of Earth and Climate Foundation Models. CoRR abs/2405.04285 (2024) - [i147]Yi Wang, Conrad M. Albrecht, Xiaoxiang Zhu:
Multi-Label Guided Soft Contrastive Learning for Efficient Earth Observation Pretraining. CoRR abs/2405.20462 (2024) - [i146]Xin-Yi Tong, Runmin Dong, Xiao Xiang Zhu:
Global High Categorical Resolution Land Cover Mapping via Weak Supervision. CoRR abs/2406.00891 (2024) - [i145]Jie Zhao, Zhitong Xiong, Xiao Xiang Zhu:
UrbanSARFloods: Sentinel-1 SLC-Based Benchmark Dataset for Urban and Open-Area Flood Mapping. CoRR abs/2406.04111 (2024) - [i144]Weikang Yu, Xiaokang Zhang, Xiaoxiang Zhu, Richard Gloaguen, Pedram Ghamisi:
MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. CoRR abs/2407.03971 (2024) - [i143]Qingsong Xu, Nils Thuerey, Yilei Shi, Jonathan Bamber, Chaojun Ouyang, Xiao Xiang Zhu:
Physics-embedded Fourier Neural Network for Partial Differential Equations. CoRR abs/2407.11158 (2024) - [i142]Nassim Ait Ali Braham, Conrad M. Albrecht, Julien Mairal, Jocelyn Chanussot, Yi Wang, Xiaoxiang Zhu:
SpectralEarth: Training Hyperspectral Foundation Models at Scale. CoRR abs/2408.08447 (2024) - [i141]Enno Tiemann, Shanyu Zhou, Alexander Kläser, Konrad Heidler, Rochelle Schneider, Xiao Xiang Zhu:
Machine Learning for Methane Detection and Quantification from Space - A survey. CoRR abs/2408.15122 (2024) - [i140]Qingpeng Li, Yuxin Zhang, Leyuan Fang, Yuhan Kang, Shutao Li, Xiao Xiang Zhu:
DREB-Net: Dual-stream Restoration Embedding Blur-feature Fusion Network for High-mobility UAV Object Detection. CoRR abs/2410.17822 (2024) - [i139]Shan Zhao, Zhaiyu Chen, Zhitong Xiong, Yilei Shi, Sudipan Saha, Xiao Xiang Zhu:
Beyond Grid Data: Exploring Graph Neural Networks for Earth Observation. CoRR abs/2411.03223 (2024) - [i138]Zhenshi Li, Dilxat Muhtar, Feng Gu, Xueliang Zhang, Pengfeng Xiao, Guangjun He, Xiaoxiang Zhu:
LHRS-Bot-Nova: Improved Multimodal Large Language Model for Remote Sensing Vision-Language Interpretation. CoRR abs/2411.09301 (2024) - [i137]Yuanyuan Wang, Qian Song, Dawood Wasif, Muhammad Shahzad, Christoph Koller, Jonathan Bamber, Xiao Xiang Zhu:
How Certain are Uncertainty Estimates? Three Novel Earth Observation Datasets for Benchmarking Uncertainty Quantification in Machine Learning. CoRR abs/2412.06451 (2024) - 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]Shanyu Zhou
, Lichao Mou, Yuansheng Hua, Lixian Zhang, Hermann Kaufmann, Xiao Xiang Zhu:
Can we use deep learning models to identify the functionality of plastics from space? Int. J. Appl. Earth Obs. Geoinformation 123: 103491 (2023) - [j164]Jakob Gawlikowski, Cedrique Rovile Njieutcheu Tassi, Mohsin Ali, Jongseok Lee, Matthias Humt, Jianxiang Feng, Anna M. Kruspe
, Rudolph Triebel, Peter Jung
, Ribana Roscher, Muhammad Shahzad, Wen Yang, Richard Bamler, Xiaoxiang Zhu
:
A survey of uncertainty in deep neural networks. Artif. Intell. Rev. 56(S1): 1513-1589 (2023) - [j163]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) - [j162]Fei Zhou, Xin Sun
, Junyu Dong, Xiao Xiang Zhu:
SurroundNet: Towards effective low-light image enhancement. Pattern Recognit. 141: 109602 (2023) - [j161]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) - [j160]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) - [j159]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) - [j158]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) - [j157]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) - [j156]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) - [j155]Teo Beker
, Homa Ansari
, Sina Montazeri
, Qian Song
, Xiao Xiang Zhu
:
Deep Learning for Subtle Volcanic Deformation Detection With InSAR Data in Central Volcanic Zone. IEEE Trans. Geosci. Remote. Sens. 61: 1-20 (2023) - [j154]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) - [j153]Sining Chen, Yilei Shi, Zhitong Xiong
, Xiao Xiang Zhu
:
HTC-DC Net: Monocular Height Estimation From Single Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-18 (2023) - [j152]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) - [j151]Wei Huang, Yilei Shi, Zhitong Xiong
, Xiao Xiang Zhu
:
AdaptMatch: Adaptive Matching for Semisupervised Binary Segmentation of Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [j150]Zhitong Xiong
, Wei Huang, Jingtao Hu
, Xiao Xiang Zhu
:
THE Benchmark: Transferable Representation Learning for Monocular Height Estimation. IEEE Trans. Geosci. Remote. Sens. 61: 1-14 (2023) - [j149]Qingsong Xu
, Yilei Shi, Jianhua Guo, Chaojun Ouyang
, Xiao Xiang Zhu
:
UCDFormer: Unsupervised Change Detection Using a Transformer-Driven Image Translation. IEEE Trans. Geosci. Remote. Sens. 61: 1-17 (2023) - [j148]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) - [j147]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) - [j146]Fei Zhou, Xin Sun
, Chengze Sun, Junyu Dong
, Xiao Xiang Zhu
:
Adaptive Morphology Filter: A Lightweight Module for Deep Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 61: 1-16 (2023) - [c227]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 - [c226]Runmin Dong, Lichao Mou, Mengxuan Chen, Weijia Li, Xin-Yi Tong, Shuai Yuan, Lixian Zhang, Juepeng Zheng, Xiao Xiang Zhu, Haohuan Fu:
Large-Scale Land Cover Mapping with Fine-Grained Classes via Class-Aware Semi-Supervised Semantic Segmentation. ICCV 2023: 16737-16747 - [c225]Oleg Antropov
, Matthieu Molinier, Ridvan Salih Kuzu
, Lloyd H. Hughes, Marc Rußwurm
, Devis Tuia, Corneliu Octavian Dumitru, Shaojia Ge, Sudipan Saha, Xiao Xiang Zhu:
Semi-Supervised Deep Learning Representations in Earth Observation Based Forest Management. IGARSS 2023: 650-653 - [c224]Teo Beker, Qian Song, Xiao Xiang Zhu:
An Analysis of the Gap Between Hybrid and Real Data for Volcanic Deformation Detection. IGARSS 2023: 825-828 - [c223]Zhaiyu Chen, Yilei Shi, Zhitong Xiong
, Xiao Xiang Zhu:
Polyhedron-Based Graph Neural Network for Compact Building Model Reconstruction. IGARSS 2023: 923-926 - [c222]Daixin Zhao
, Konrad Heidler, Milad Asgarimehr, Caroline Arnold, Tianqi Xiao, Jens Wickert, Xiao Xiang Zhu, Lichao Mou:
DDM-Former: Global Ocean Wind Speed Retrieval with Transformer Networks. IGARSS 2023: 1182-1185 - [c221]Qian Song, Yuanyuan Wang, Xiao Xiang Zhu:
3d Point Cloud Simulation for Above-Ground Forest Biomass Estimation. IGARSS 2023: 1357-1360 - [c220]Qian Song, Xiao Xiang Zhu:
A Dataset for Individual Tree Delineation from 3D Point Cloud data. IGARSS 2023: 1369-1372 - [c219]