Yonghao Xu

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 44

Top Topics

Semantic Segmentation

Hyperspectral Image Classification

Land Cover Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Trans. Image Process.

Publications

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)