Publications

X Ma, Q Wu, X Zhao, Xiaokang Zhang, MO Pun, B Huang (2024). SAM-Assisted remote sensing imagery semantic segmentation with object and boundary constraints. IEEE Transactions on Geoscience and Remote Sensing, 2024.

Weikang Yu, Xiaokang Zhang, Samiran Das, Xiao Xiang Zhu, Pedram Ghamisi (2024). MaskCD: A Remote Sensing Change Detection Network Based on Mask Classification. IEEE Transactions on Geoscience and Remote Sensing.

Ma X, Xiaokang Zhang, Pun M O (2024). RSMamba: Visual State Space Model for Remote Sensing Image Semantic Segmentation. IEEE Geoscience and Remote Sensing Letters, 2024..

J. Sui, Y. Ma, W. Yang, Xiaokang Zhang, M. -O. Pun and J. Liu (2024). Diffusion Enhancement for Cloud Removal in Ultra-Resolution Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing, 2024.

Y. Wen, X. Ma, Xiaokang Zhang, and M. -O. Pun (2024). GCD-DDPM: A Generative Change Detection Model Based on Difference-Feature Guided DDPM. IEEE Transactions on Geoscience and Remote Sensing,2024.

X. Ma, Xiaokang Zhang, M. -O. Pun and M. Liu (2024). A Multilevel Multimodal Fusion Transformer for Remote Sensing Semantic Segmentation. IEEE Transactions on Geoscience and Remote Sensing,2024.

Xiaokang Zhang (2023). A New Large-Scale Benchmark for Change Detection .

X Ma, Y Huang, Xiaokang Zhang, MO Pun, B Huang (2023). Cloud-EGAN: Rethinking CycleGAN From a Feature Enhancement Perspective for Cloud Removal by Combining CNN and Transformer. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

J Sui, X Ma, Xiaokang Zhang, MO Pun (2023). GCRDN: Global Context-Driven Residual Dense Network for Remote Sensing Image Super-Resolution. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing.

Xianping Ma, Xiaokang Zhang, Zhiguo Wang, Man-On Pun (2023). Unsupervised Domain Adaptation Augmented by Mutually Boosted Attention for Semantic Segmentation of VHR Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 61, 1-15.

Xiaokang Zhang, Weikang Yu, Man-On Pun, Wenzhong Shi (2023). 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 197, 1-17.

Xianping Ma, Xiaokang Zhang, Man-On Pun (2022). A Crossmodal Multiscale Fusion Network for Semantic Segmentation of Remote Sensing Data. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2022, 15: 3463-3474.

Xiaokang Zhang, W Yu, X Ma, X Kang (2022). Weakly Supervised Local-Global Anchor Guidance Network for Landslide Extraction With Image-Level Annotations. IEEE Geoscience and Remote Sensing Letters,20:1-5.

Xiaokang Zhang, Weikang Yu, Man-On Pun (2022). Multilevel Deformable Attention-Aggregated Networks for Change Detection in Bitemporal Remote Sensing Imagery. IEEE Transactions on Geoscience and Remote Sensing, 60:1-18.

Xiaokang Zhang, X Zhang, B Zhang, W Yu, X Kang (2022). Federated Deep Learning With Prototype Matching for Object Extraction From Very-High-Resolution Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing 61, 1-16.

Zhiyong Lv, Xuan Yang, Xiaokang Zhang, Jón Atli Benediktsson (2022). Object-based sorted-histogram similarity measurement for detecting land cover change with VHR remote sensing images. IEEE Geoscience and Remote Sensing Letters 19, 1-5.

W Yu, Xiaokang Zhang, MO Pun (2022). Cloud removal in optical remote sensing imagery using multiscale distortion-aware networks. IEEE Geoscience and Remote Sensing Letters 19, 1-5.