Publications

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.