📝 Publications
- UNetFormer: A UNet-like Transformer for Efficient Semantic Segmentation of Remote Sensing Urban Scene Imagery, ISPRS Journal of Photogrammetry and Remote Sensing, 2022, Libo Wang, Rui Li, Ce Zhang, Shenghui Fang*, Chenxi Duan, Xiaoliang Meng, Peter M. Atkinson. Code is available at GeoSeg
- Building extraction with vision transformer, IEEE Transactions on Geoscience and Remote Sensing, 2022, Libo Wang, Shenghui Fang*, Xiaoliang Meng, Rui Li. Code is available at BuildFormer
- A Novel Transformer Based Semantic Segmentation Scheme for Fine-Resolution Remote Sensing Images, IEEE Geoscience and Remote Sensing Letters, 2022, Libo Wang, Rui Li, Chenxi Duan, Ce Zhang, Xiaoliang Meng and Shenghui Fang* [Code]
- Transformer Meets Convolution: A Bilateral Awareness Network for Semantic Segmentation of Very Fine Resolution Urban Scene Images, Remote Sensing, 2021, Libo Wang, Rui Li, Dongzhi Wang, Chenxi Duan, Teng Wang* and Xiaoliang Meng [Code]
- Class-Guided Swin Transformer for Semantic Segmentation of Remote Sensing Imagery, IEEE Geoscience and Remote Sensing Letters, 2022, Xiaoliang Meng, Yuechi Yang, Libo Wang*, Teng Wang, Rui Li, and Ce Zhang.
Vision-language Representation Learning
- ChangeCLIP: Remote sensing change detection with multimodal vision-language representation learning, ISPRS Journal of Photogrammetry and Remote Sensing, 2024, Sijun Dong, Libo Wang, Bo Du, and Xiaoliang Meng. Code is available at ChangeCLIP
- MetaSegNet: Metadata-Collaborative Vision-Language Representation Learning for Semantic Segmentation of Remote Sensing Images, IEEE Transactions on Geoscience and Remote Sensing, 2024, Libo Wang, Sijun Dong, Ying Chen, Xiaoliang Meng*, Shenghui Fang and Songlin Fei.
Convolutional Neural Network
- ABCNet: Attentive Bilateral Contextual Network for Efficient Semantic Segmentation of Fine-Resolution Remote Sensing Images, ISPRS Journal of Photogrammetry and Remote Sensing, 2021, Rui Li, Shunyi Zheng, Ce Zhang, Chenxi Duan*, Libo Wang, Peter M. Atkinson [Code]
- Multiattention network for semantic segmentation of fine-resolution remote sensing images, IEEE Transactions on Geoscience and Remote Sensing, 2021, Rui Li, Shunyi Zheng, Ce Zhang, Chenxi Duan*, Jianlin Su, Libo Wang, Peter M. Atkinson [Code]
- A2-FPN for semantic segmentation of fine-resolution remotely sensed images, International Journal of Remote Sensing, 2022 Rui Li, Libo Wang, Ce Zhang, Chenxi Duan* and Shunyi Zheng [Code]
- Land cover classification from remote sensing images based on multi-scale fully convolutional network, Geo-spatial Information Science, 2022, Rui Li, Shunyi Zheng, Chenxi Duan*, Libo Wang, Ce Zhang
- Scale-Aware Neural Network for Semantic Segmentation of Multi-Resolution Remote Sensing Images, Remote Sensing, 2021, Libo Wang, Ce Zhang, Rui Li, Chenxi Duan, Xiaoliang Meng*, Peter M. Atkinson
