Weikang Yu

Publication Activity (10 Years)

Years Active: 2021-2024
Publications (10 Years): 15

Top Topics

Change Detection

Satellite Imagery

Hopfield Networks

Top Venues

IEEE Trans. Geosci. Remote. Sens.

IEEE Geosci. Remote. Sens. Lett.

Publications

Weikang Yu, Xiaokang Zhang, Xiaoxiang Zhu, Richard Gloaguen, Pedram Ghamisi
MineNetCD: A Benchmark for Global Mining Change Detection on Remote Sensing Imagery. CoRR (2024)
Weikang Yu, Xiaokang Zhang, Samiran Das, Xiaoxiang Zhu, Pedram Ghamisi
MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification. CoRR (2024)
Pedram Ghamisi, Weikang Yu, Andrea Marinoni, Caroline M. Gevaert, Claudio Persello, Sivasakthy Selvakumaran, Manuela Girotto, Benjamin P. Horton, Philippe Rufin, Patrick Hostert, Fabio Pacifici, Peter M. Atkinson
Responsible AI for Earth Observation. CoRR (2024)
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 (2024)
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)
Xiaokang Zhang, Boning Zhang, Weikang Yu, Xudong Kang
Federated Deep Learning With Prototype Matching for Object Extraction From Very-High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Xiaokang Zhang, Weikang Yu, Xianping Ma, Xudong Kang
Weakly Supervised Local-Global Anchor Guidance Network for Landslide Extraction With Image-Level Annotations. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Weikang Yu, Yonghao Xu, Pedram Ghamisi
Universal Adversarial Defense in Remote Sensing Based on Pre-trained Denoising Diffusion Models. CoRR (2023)
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, Weikang Yu, Pedram Ghamisi, Michael Kopp, Sepp Hochreiter
Txt2Img-MHN: Remote Sensing Image Generation from Text Using Modern Hopfield Networks. CoRR (2022)
Weikang Yu, Xiaokang Zhang, Man-On Pun
Cloud Removal in Optical Remote Sensing Imagery Using Multiscale Distortion-Aware Networks. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Yonghao Xu, Weikang Yu, Pedram Ghamisi
Task-Guided Denoising Network for Adversarial Defense of Remote Sensing Scene Classification. CDCEO@IJCAI (2022)
Xiaokang Zhang, Weikang Yu, Man-On Pun
Multilevel Deformable Attention-Aggregated Networks for Change Detection in Bitemporal Remote Sensing Imagery. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Weikang Yu, Xiaokang Zhang, Man-On Pun, Ming Liu
A Hybrid Model-Based and Data-Driven Approach for Cloud Removal in Satellite Imagery Using Multi-Scale Distortion-Aware Networks. IGARSS (2021)
Xiaokang Zhang, Weikang Yu, Man-On Pun, Ming Liu
Style Transformation-Based Change Detection Using Adversarial Learning with Object Boundary Constraints. IGARSS (2021)