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Yonghao Xu
ORCID
Publication Activity (10 Years)
Years Active: 2017-2024
Publications (10 Years): 44
Top Topics
Semantic Segmentation
Hyperspectral
Hyperspectral Image Classification
Land Cover Classification
Top Venues
CoRR
IEEE Trans. Geosci. Remote. Sens.
IEEE Trans. Image Process.
IGARSS
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Publications
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Yonghao Xu
,
Bo Du
,
Liangpei Zhang
Robust Self-Ensembling Network for Hyperspectral Image Classification.
IEEE Trans. Neural Networks Learn. Syst.
35 (3) (2024)
Yonghao Xu
,
Amanda Berg
,
Leif Haglund
Sen2Fire: A Challenging Benchmark Dataset for Wildfire Detection using Sentinel Data.
CoRR
(2024)
Yonghao Xu
,
Pedram Ghamisi
,
Yannis Avrithis
Multi-Target Unsupervised Domain Adaptation for Semantic Segmentation without External Data.
CoRR
(2024)
Tao Bai
,
Yiming Cao
,
Yonghao Xu
,
Bihan Wen
Stealthy Adversarial Examples for Semantic Segmentation in Remote Sensing.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Yichu Xu
,
Yonghao Xu
,
Hongzan Jiao
,
Zhi Gao
,
Lefei Zhang
S³ANet: Spatial-Spectral Self-Attention Learning Network for Defending Against Adversarial Attacks in Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
62 (2024)
Itza Hernandez-Sequeira
,
Rubén Fernández-Beltran
,
Yonghao Xu
,
Pedram Ghamisi
,
Filiberto Pla
Semi-supervised Classification for Remote Sensing Datasets.
ICIAP (1)
(2023)
Yonghao Xu
,
Weikang Yu
,
Pedram Ghamisi
,
Michael Kopp
,
Sepp Hochreiter
Txt2Img-MHN: Remote Sensing Image Generation From Text Using Modern Hopfield Networks.
IEEE Trans. Image Process.
32 (2023)
Yonghao Xu
,
Fengxiang He
,
Bo Du
,
Dacheng Tao
,
Liangpei Zhang
Self-Ensembling GAN for Cross-Domain Semantic Segmentation.
IEEE Trans. Multim.
25 (2023)
Nikolaus Dräger
,
Yonghao Xu
,
Pedram Ghamisi
Backdoor Attacks for Remote Sensing Data With Wavelet Transform.
IEEE Trans. Geosci. Remote. Sens.
61 (2023)
Jiaqi Yang
,
Bo Du
,
Yonghao Xu
,
Liangpei Zhang
Can Spectral Information Work While Extracting Spatial Distribution? - An Online Spectral Information Compensation Network for HSI Classification.
IEEE Trans. Image Process.
32 (2023)
Weikang Yu
,
Yonghao Xu
,
Pedram Ghamisi
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models.
CoRR
(2023)
Michael Schmitt
,
Seyed Ali Ahmadi
,
Yonghao Xu
,
Gülsen Taskin
,
Ujjwal Verma
,
Francescopaolo Sica
,
Ronny Hänsch
There Are No Data Like More Data- Datasets for Deep Learning in Earth Observation.
CoRR
(2023)
Nikolaus Dräger
,
Yonghao Xu
,
Pedram Ghamisi
Backdoor Attacks for Remote Sensing Data with Wavelet Transform.
CoRR
(2022)
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 (2022)
Omid Ghorbanzadeh
,
Yonghao Xu
,
Pedram Ghamisi
,
Michael Kopp
,
David P. Kreil
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Jingwen Yuan
,
Shugen Wang
,
Chen Wu
,
Yonghao Xu
Fine-Grained Classification of Urban Functional Zones and Landscape Pattern Analysis Using Hyperspectral Satellite Imagery: A Case Study of Wuhan.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
15 (2022)
Yonghao Xu
,
Pedram Ghamisi
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes with Point-Level Annotations.
CoRR
(2022)
Yonghao Xu
,
Tao Bai
,
Weikang Yu
,
Shizhen Chang
,
Peter M. Atkinson
,
Pedram Ghamisi
AI Security for Geoscience and Remote Sensing: Challenges and Future Trends.
CoRR
(2022)
Yonghao Xu
,
Pedram Ghamisi
Consistency-Regularized Region-Growing Network for Semantic Segmentation of Urban Scenes With Point-Level Annotations.
IEEE Trans. Image Process.
31 (2022)
Yonghao Xu
,
Pedram Ghamisi
Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark.
CoRR
(2022)
Yonghao Xu
,
Pedram Ghamisi
Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark.
IEEE Trans. Geosci. Remote. Sens.
60 (2022)
Pedram Ghamisi
,
Omid Ghorbanzadeh
,
Yonghao Xu
,
Pedro Herruzo
,
David P. Kreil
,
Michael Kopp
,
Sepp Hochreiter
The Landslide4Sense Competition 2022.
CDCEO@IJCAI
(2022)
Yonghao Xu
,
Weikang Yu
,
Pedram Ghamisi
,
Michael Kopp
,
Sepp Hochreiter
Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks.
CoRR
(2022)
Yonghao Xu
,
Weikang Yu
,
Pedram Ghamisi
Task-Guided Denoising Network for Adversarial Defense of Remote Sensing Scene Classification.
CDCEO@IJCAI
(2022)
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 Multi-Source Satellite Imagery.
CoRR
(2022)
Omid Ghorbanzadeh
,
Yonghao Xu
,
Pedram Ghamisi
,
Michael Kopp
,
David P. Kreil
Landslide4Sense: Reference Benchmark Data and Deep Learning Models for Landslide Detection.
CoRR
(2022)
Hongruixuan Chen
,
Chen Wu
,
Yonghao Xu
,
Bo Du
Unsupervised Domain Adaptation for Semantic Segmentation via Low-level Edge Information Transfer.
CoRR
(2021)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
Robust Self-Ensembling Network for Hyperspectral Image Classification.
CoRR
(2021)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
Self-Attention Context Network: Addressing the Threat of Adversarial Attacks for Hyperspectral Image Classification.
IEEE Trans. Image Process.
30 (2021)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
Assessing the Threat of Adversarial Examples on Deep Neural Networks for Remote Sensing Scene Classification: Attacks and Defenses.
IEEE Trans. Geosci. Remote. Sens.
59 (2) (2021)
Di Wang
,
Bo Du
,
Liangpei Zhang
,
Yonghao Xu
Adaptive Spectral-Spatial Multiscale Contextual Feature Extraction for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
59 (3) (2021)
Yonghao Xu
,
Pedram Ghamisi
Region-Growing Fully Convolutional Networks for Hyperspectral Image Classification with Point-Level Supervision.
CIKM Workshops
(2021)
Yonghao Xu
,
Fengxiang He
,
Bo Du
,
Liangpei Zhang
,
Dacheng Tao
Self-Ensembling GAN for Cross-Domain Semantic Segmentation.
CoRR
(2021)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
Beyond the Patchwise Classification: Spectral-Spatial Fully Convolutional Networks for Hyperspectral Image Classification.
IEEE Trans. Big Data
6 (3) (2020)
Liangchen Song
,
Yonghao Xu
,
Lefei Zhang
,
Bo Du
,
Qian Zhang
,
Xinggang Wang
Learning From Synthetic Images via Active Pseudo-Labeling.
IEEE Trans. Image Process.
29 (2020)
Sheng Li
,
Fengxiang He
,
Bo Du
,
Lefei Zhang
,
Yonghao Xu
,
Dacheng Tao
Fast Spatio-Temporal Residual Network for Video Super-Resolution.
CoRR
(2019)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
,
Daniele Cerra
,
Miguel Pato
,
Emiliano Carmona
,
Saurabh Prasad
,
Naoto Yokoya
,
Ronny Hänsch
,
Bertrand Le Saux
Advanced Multi-Sensor Optical Remote Sensing for Urban Land Use and Land Cover Classification: Outcome of the 2018 IEEE GRSS Data Fusion Contest.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
12 (6) (2019)
Sheng Li
,
Fengxiang He
,
Bo Du
,
Lefei Zhang
,
Yonghao Xu
,
Dacheng Tao
Fast Spatio-Temporal Residual Network for Video Super-Resolution.
CVPR
(2019)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
Simultaneous Segmentation and Edge Detection for Hyperspectral Image Via a Deep Supervised and boundary-constrained Network.
IGARSS
(2019)
Yonghao Xu
,
Bo Du
,
Lefei Zhang
,
Qian Zhang
,
Guoli Wang
,
Liangpei Zhang
Self-Ensembling Attention Networks: Addressing Domain Shift for Semantic Segmentation.
AAAI
(2019)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
Multi-Source Remote Sensing Data Classification via Fully Convolutional Networks and Post-Classification Processing.
IGARSS
(2018)
Yonghao Xu
,
Liangpei Zhang
,
Bo Du
,
Fan Zhang
Spectral-Spatial Unified Networks for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
56 (10) (2018)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
Can We Generate Good Samples for Hyperspectral Classification? - A Generative Adversarial Network Based Method.
IGARSS
(2018)
Yonghao Xu
,
Bo Du
,
Liangpei Zhang
,
Fan Zhang
A Band Grouping Based LSTM Algorithm for Hyperspectral Image Classification.
CCCV (2)
(2017)