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Education and qualifications (3)

Helmholtz-Zentrum Dresden-Rossendorf: Dresden, Sachsen, DE

2023-01-01 to present | PhD (Helmholtz-Institut Freiberg für Ressourcentechnologie )
Education
Source: Self-asserted source
Weikang Yu

The Chinese University of Hong Kong - Shenzhen: Shenzhen, Guangdong, CN

2020-10-11 to 2022-07-31 | Master of Philosophy (School of Science and Engineering)
Education
Source: Self-asserted source
Weikang Yu

Beihang University: Beijing, CN

2016-09-01 to 2020-06-19 | Bachelor of Engineering (Electronic and Information Engineering)
Education
Source: Self-asserted source
Weikang Yu

Works (13)

MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
Contributors: Weikang Yu; Xiaokang Zhang; Samiran Das; Xiao Xiang Zhu; Pedram Ghamisi
Source: check_circle
Crossref

MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
Contributors: Weikang Yu; Xiaokang Zhang; Richard Gloaguen; Xiao Xiang Zhu; Pedram Ghamisi
Source: check_circle
Crossref

Prototypical Unknown-Aware Multiview Consistency Learning for Open-Set Cross-Domain Remote Sensing Image Classification

IEEE Transactions on Geoscience and Remote Sensing
2024 | Journal article
Contributors: Xiaokang Zhang; Wanjing Wu; Mi Zhang; Weikang Yu; Pedram Ghamisi
Source: check_circle
Crossref

Federated Deep Learning With Prototype Matching for Object Extraction From Very-High-Resolution Remote Sensing Images

IEEE Transactions on Geoscience and Remote Sensing
2023 | Journal article
Part of ISSN: 0196-2892
Part of ISSN: 1558-0644
Contributors: Xiaokang Zhang; Boning Zhang; Weikang Yu; Xudong Kang
Source: Self-asserted source
Weikang Yu

Txt2Img-MHN: Remote Sensing Image Generation From Text Using Modern Hopfield Networks

IEEE Transactions on Image Processing
2023 | Journal article
Contributors: Yonghao Xu; Weikang Yu; Pedram Ghamisi; Michael Kopp; Sepp Hochreiter
Source: check_circle
Crossref

Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models

2023 | Journal article
Contributors: Weikang Yu; Yonghao Xu; Pedram Ghamisi
Source: Self-asserted source
Weikang Yu

Weakly Supervised Local–Global Anchor Guidance Network for Landslide Extraction With Image-Level Annotations

IEEE Geoscience and Remote Sensing Letters
2023 | Journal article
Part of ISSN: 1545-598X
Part of ISSN: 1558-0571
Contributors: Xiaokang Zhang; Weikang Yu; Xianping Ma; Xudong Kang
Source: Self-asserted source
Weikang Yu

AI Security for Geoscience and Remote Sensing: Challenges and future trends

IEEE Geoscience and Remote Sensing Magazine
2023-06 | Journal article
Contributors: Yonghao Xu; Tao Bai; Weikang Yu; Shizhen Chang; Peter M. Atkinson; Pedram Ghamisi
Source: check_circle
Crossref

Cross-domain landslide mapping from large-scale remote sensing images using prototype-guided domain-aware progressive representation learning

ISPRS Journal of Photogrammetry and Remote Sensing
2023-03 | Journal article
Contributors: Xiaokang Zhang; Weikang Yu; Man-On Pun; Wenzhong Shi
Source: check_circle
Crossref

Cloud Removal in Optical Remote Sensing Imagery Using Multiscale Distortion-Aware Networks

IEEE Geoscience and Remote Sensing Letters
2022 | Journal article | Author
Part of ISSN: 1545-598X
Part of ISSN: 1558-0571
Contributors: Weikang Yu; Xiaokang Zhang; Man-On PUN
Source: Self-asserted source
Weikang Yu
grade
Preferred source (of 2)‎

Multilevel Deformable Attention-Aggregated Networks for Change Detection in Bitemporal Remote Sensing Imagery

IEEE Transactions on Geoscience and Remote Sensing
2022 | Journal article
Contributors: Xiaokang Zhang; Weikang Yu; Man-On Pun
Source: check_circle
Crossref

A Hybrid Model-Based and Data-Driven Approach for Cloud Removal in Satellite Imagery Using Multi-Scale Distortion-Aware Networks

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS
2021-07-11 | Conference paper
Contributors: Weikang Yu; Xiaokang Zhang; Man-On Pun; Ming Liu
Source: Self-asserted source
Weikang Yu

Style Transformation-Based Change Detection Using Adversarial Learning with Object Boundary Constraints

2021 IEEE International Geoscience and Remote Sensing Symposium IGARSS
2021-07-11 | Conference paper
Contributors: Xiaokang Zhang; Weikang Yu; Man-On Pun; Ming Liu
Source: Self-asserted source
Weikang Yu

Peer review (21 reviews for 9 publications/grants)

Review activity for IEEE geoscience and remote sensing letters : (4)
Review activity for IEEE journal of selected topics in applied earth observations and remote sensing. (2)
Review activity for IEEE transactions on geoscience and remote sensing : (6)
Review activity for IEEE transactions on image processing : (1)
Review activity for IEEE transactions on multimedia. (2)
Review activity for IEEE transactions on neural networks and learning systems. (2)
Review activity for IEEE transactions on pattern analysis and machine intelligence. (1)
Review activity for IET computer vision. (1)
Review activity for Remote sensing. (2)