遥感图像智能处理与应用

邹佳琦，2025年博士毕业（香港大学博后），研究方向为高光谱影像分类

 

发表论文：

期刊论文

1. H. Zhang, J. Zou and L. Zhang, EMS-GCN: An End-to-End MixHop Superpixel-Based Graph Convolutional Network for Hyperspectral Image Classification,'' IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-16, 2022.

2. J. Zou and W. He, H. Zhang, LESSFormer: Local-Enhanced Spectral-Spatial Transformer for Hyperspectral Image Classification,'' IEEE Transactions on Geoscience and Remote Sensing, vol. 60, pp. 1-16, 2022.

3. J. Zou and W. He, H. Zhang, PSFormer: Pyramid Superpixel Transformer for Hyperspectral Image Classification,'' IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-16, 2024.

4. J. Zou and W. He, H, Wang, H. Zhang, SAM-CTMapper: Utilizing Segment Anything Model and Scale-aware Mixed CNN-Transformer Facilitates Coastal Wetland Hyperspectral Image Classification,'' International Journal of Applied Earth Observation and Geoinformation, vol. 139, pp. 1-14, 2025.

5. X. An, W. He, J. Zou, G. Yang, and H. Zhang, Pretrain a Remote Sensing Foundation Model by Promoting Intra-Instance Similarity,'' IEEE Transactions on Geoscience and Remote Sensing, vol. 62, pp. 1-15, 2024.

6. Y. Liu, Y. Wang, Y. Zhang, S. Mei, J. Zou, Z. Li, F. Lu, W. He, H. Zhang, H. Zhao, C. Chen, C. Xia, H. Li, G. Vivone, R. Hänsch, G. Taskin, J. Yao, A. K. Qin, B. Zhang, J. Chanussot, and D. Hong, Cross-city Semantic Segmentation (C2Seg) in Multimodal Remote Sensing: Outcome of the 2023 IEEE WHISPERS C2Seg Challenge,'' IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, vol. 17, pp. 8851–8862, 2024.

 

会议论文：

1. J. Zou, Z. Li, F. Lu, W. He, and H. Zhang, Multimodal Unsupervised Domain Adaptation for Remote Sensing Image Segmentation,'' in 2023 13th Workshop on Hyperspectral Imaging and Signal Processing: Evolution in Remote Sensing (WHISPERS), 2023, pp. 1–5.

2. Z. Li, F. Lu, J. Zou, L. Hu, and H. Zhang, Generalized Few-Shot Meets Remote Sensing: Discovering Novel Classes in Land Cover Mapping via Hybrid Semantic Segmentation Framework,'' in 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW), 2024, pp. 2744–2754.

3. Z. Li, J. Zou, F. Lu, and H. Zhang, Multi-Stage Pseudo-Label Iteration Framework for Semi-Supervised Land-Cover Mapping,'' in IGARSS 2022 - 2022 IEEE International Geoscience and Remote Sensing Symposium, 2022, pp. 4607–4610.

 

学术奖励：

1)       2022年，博士研究生国家奖学金

2)       2022年，IEEE GRSS Data Fusion Contest 半监督土地覆盖制图赛道亚军

3)       2022年，欧比特杯全国高光谱卫星遥感影像智能处理与行业应用大赛一等奖

4)       2023年，WHISPERS Conference 跨城市多模态语义分割赛道亚军

5)       2022年，IGWG 国际地理信息学青年论坛最佳报告奖

6)       2023年，IGWG 国际地理信息学青年论坛优秀报告奖

7)       2023年，第五届中国湿地遥感大会优秀报告奖

8)       2023年/2024年，中国国际大学生创新大赛全国总决赛银奖

9)       2024年，CVPR Workshop OpenEarthMap小样本土地覆盖制图赛道冠军