男，中共党员，博士，讲师，于2024年1月入职厦门理工学院计算机与信息工程学院，福建省模式识别与图像理解重点实验室成员，中国人工智能学会会员。在国际著名期刊Pattern Recognition、IEEE Transactions on Geoscience and Remote Sensing、IEEE Geoscience and Remote Sensing Letters、IEEE Transactions on Intelligent Transportation Systems、IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing、International Conference on Image and Graphics上发表了若干篇论文。担任IEEE Transactions on Geoscience and Remote Sensing、IEEE Geoscience and Remote Sensing Letters等国际期刊审稿人。
研究兴趣：三维视觉，点云数据处理，遥感图像处理
电子邮件：suyanfei@xmut.edu.cn
教育背景
l 2019.09-2023.12，厦门大学，计算机科学与技术，博士（导师：程明教授）
l 2015.09-2018.07，南昌大学，计算机科学与技术，硕士（导师：叶发茂副教授）
l 2011.09-2015.07，南昌大学，计算机科学与技术，本科
科研项目
l 预研项目: **高精度**地图制作与应用技术, 2019.08-2020.12, 参与
l 福州市科技计划项目：基于城市精细化网格管理的机器视觉与模式识别关键核心技术研究及产业化, 2018.09-2020.09, 参与
l 国家自然科学基金项目: 基于人工禁忌免疫原理的多源遥感图像自动配准研究(41261091), 2015.05-2016.06，参与
发表论文
l Su Y, Cheng M, Yuan Z, Liu W, Zeng W, Zhang Z, Wang C. Spatial adaptive fusion consistency contrastive: weakly supervised building facade point cloud semantic segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61:1-14. (CCF-B 类期刊, SCI, 中科院一区, IF=8.2)
l Su Y, Cheng M, Yuan Z, Liu W, Zeng W, Wang C. Multi-stage scene-level constraints for weakly supervised point cloud semantic segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023,61:1-18. (CCF-B 类期刊, SCI, 中科院一区, IF=8.2)
l Yuan Z, Wen C, Cheng M, Su Y, Liu W, Yu S, Wang C. Category-Level adversaries for outdoor LiDAR point clouds cross-domain semantic segmentation[J]. IEEE Transactions on Intelligent Transportation Systems. 2023, 24: 1982-1993. (CCF-B类期刊, SCI, 中科院一区, IF=8.5)
l Yuan Z, Cheng M, Zeng W, Su Y, Liu W, Yu S, Wang C. Prototype-guided Multi-task Adversarial Network for Cross-domain LiDAR Point Clouds Semantic Segmentation[J]. IEEE Transactions on Geoscience and Remote Sensing. 2023, 61: 1-13. (CCF-B 类期刊, SCI, 中科院一区, IF=8.2)
l Su Y, Liu W, Yuan Z, Cheng M, Zhang Z, Shen X, Wang C. DLA-Net: Learning dual local attention features for semantic segmentation of large-scale building facade point clouds[J]. Pattern Recognition, 2022, 123: 108672. (CCF-B类期刊, SCI,中科院一区, IF=8.0)
l Su Y, Liu W, Cheng M, Yuan Z, Wang C. Local fusion attention network for semantic segmentation of building facade point clouds[J]. IEEE Geoscience and Remote Sensing Letters, 2022, 19: 1-5. (CCF-C类期刊, SCI, 中科院二区, IF=4.8)
l Lai B, Liu W, Wang C, Bian X, Su Y, Lin X, Yuan Z, Shen S, Cheng M. Learning Cross-Domain Descriptors for 2D-3D Matching with Hard Triplet Loss and Spatial Transformer Network [C]. International Conference on Image and Graphics, ICIG, 2021:15-27. (EI 会议)
l Liu W, Lai B, Wang C, Cai G, Su Y, Bian X, Li Y, Chen S, Li J. Ground Camera Image and Large-scale 3-d Image-based Point Cloud Registration based on Learning Domain Invariant Feature Descriptors[J]. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020, 14: 997-1009. (SCI, 中科院三区, IF=5.5)
l 叶发茂，罗威，苏燕飞，赵旭青，肖慧，闵卫东。卷积神经网络特征在遥感图像配准中的应用[J]. 国土资源遥感, 2019, 31(2):32-37 (CSCD)
l Ye F, Su Y, Xiao H, Zhao X, Min W. Remote sensing image registration using convolutional neural network features[J]. IEEE Geoscience and Remote Sensing Letters, 2018, 15(2): 232-236. (SCI, 中科院二区, IF= 4.8, CCF-C, 谷歌学术引用127+ )
