无人机集群协同，机载遥感影像处理、水下目标探测

[1] 李志兴, 蒋金磊, 张浩江, 杜建民, 唐清弟, 聂兵兵, 汪国斌, 徐淑芳, 刘剑明, 孟欢. 景洪水电站工程安全联动监控数智化技术及应用, 中国华能集团有限公司, 科技进步奖, 二等奖, 2023.

[2] 王龙宝, 毛莺池, 陈豪, 汪国斌, 王子成, 周晓峰, 余意, 郭锐, 徐淑芳, 张润. 混凝土坝安全评估与智能管控关键技术研发与应用, 中国产学研合作促进会, 产学研合作创新成果奖, 优秀奖, 2022.

[3] 李昌利, 徐梦溪, 黄陈蓉, 沈洁, 白光伟, 赵长超, 李东新, 邱军林, 徐淑芳.多芯片组件的产品研发和视频流全网接入控制关键技术, 中国产学研合作促进会, 优秀奖, 2019.

徐淑芳，IEEE Member，发表高水平学术论文40余篇，近3年第一作者和通讯作者SCI论文20余篇；授权国家发明专利20余件。主持HJ装备预研项目、JWKJW**3基金子课题，承担企事业项目多项，科研获奖3项。担任中国图象图形学学会遥感图像专业委员会委员，Frontiers in Remote Sensing期刊编辑。

代表性学术论文：

[1] Shufang Xu, Sijie Geng, Pengfei Xu, Zhonghao Chen, Hongmin Gao. Cognitive Fusion of Graph Neural Network and Convolutional Neural Network for Enhanced Hyperspectral Target Detection[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62. (SCI, IF=7.5, 中科院一区)

[2] Shufang Xu, Xu Chen, Haiwei Li, Tianci Liu, Zhonghao Chen, Hongmin Gao, Yiyan Zhang. Airborne Small Target Detection Method Based on Multi-modal and Adaptive Feature Fusion[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62. (SCI, IF=7.5, 中科院一区)

[3] Yiyan Zhang（研究生）, Shufang Xu*, Danfeng Hong, Hongmin Gao, Chenkai Zhang, Meiqiao Bi, Chenming Li. Multimodal Transformer Network for Hyperspectral and LiDAR Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61. (SCI, IF=7.5, 中科院一区, 唯一通讯作者)

[4] Hongmin Gao, Runhua Sheng, Zhonghao Chen, Haiyun Liu, Shufang Xu*, Bing Zhang. Multiscale Random-Shape Convolution and Adaptive Graph Convolution Fusion Network for Hyperspectral Image Classification[J]. IEEE Transactions on Geoscience and Remote Sensing, 2024, 61 (SCI, IF=7.5, 中科院一区, 唯一通讯作者)

[5] Hongmin Gao, Hao Feng, Yiyan Zhang, Shufang Xu*, Bing Zhang. AMSSE-NET: Adaptive Multiscale Spatial–Spectral Enhancement Network for Classification of Hyperspectral and LiDAR Data[J]. IEEE Transactions on Geoscience and Remote Sensing, 2023, 61. (SCI, IF=7.5, 中科院一区, 唯一通讯作者)

[6] Hongmin Gao, Hao Feng, Yiyan Zhang, Shuyu Fei, Runhua Sheng, Shufang Xu*, Bing Zhang. Interactive Enhanced Network Based on Multihead Self-Attention and Graph Convolution for Classification of Hyperspectral and LiDAR Data. IEEE Transactions on Geoscience and Remote Sensing, 2024, 62. (SCI, IF=7.5, 中科院一区, 唯一通讯作者)

[7] Yiyan Zhang（研究生）, Tingting Wang, Chenkai Zhang, Shufang Xu*, Hongmin Gao, Chenming Li. A Dual Branch Siamese Spatial-Spectral Transformer Attention Network for Hyperspectral Image Change Detection[J]. Expert Systems with Applications, 2024, 238. (SCI, IF=7.5, 中科院一区, 唯一通讯作者)

[8] Shufang Xu, Ziyun Zhou, Haiyun Liu, Xuejie Zhang, Jianni Li, Hongmin Gao. Modeling and Method for Path Planning in Collaborative Coverage Monitoring for Urban Scenarios[J]. Remote Sensing, 2024, 16(7): 1-25. (SCI, IF=4.2)

[9] Shufang Xu, Ziyun Zhou, Jianni Li, Longbao Wang, Xuejie Zhang, Hongmin Gao. Communication-constrained UAVs Coverage Search Method in Uncertain Scenarios [J]. IEEE Sensors Journal, 2024, 24(10): 17092-17101. (SCI, IF=4.3)

[10] Shufang Xu, Sijie Geng, Tingting Fan, Chenming Li, Hongmin Gao. Hyperspectral Image Classification Method Based on Narrowing Semantic Gap Convolutional Neural Network[J]. International Journal of Remote Sensing, 2024, 45(7): 2208-2234 (SCI, IF=3.0)

[11] Yiyan Zhang（研究生）, Yongfeng Zhou, Shufang Xu*, Danfeng Hong, Hongmin Gao, Chenming Li, Qiqiang Zhong, Bing Zhang. Depthwise Separable Convolutional Autoencoders for Hyperspectral Image Change Detection[J]. IEEE Geoscience and Remote Sensing Letters, 2023, 2. (SCI, IF=4.0, 唯一通讯作者)

[12] Chenming Li, Xingyu Feng, Yiyan Zhang, Hongmin Gao, Zhonghao Chen, Shufang Xu*. Interactive Siamese spatial-Spectral cross-layer fusion transformer for hyperspectral image change detection[J]. International Journal of Remote Sensing, 2024, 45(17): 5737-5760 (SCI, IF=3.0, 唯一通讯作者)

[13] Chenming Li, Runzhou Wang, Zhonghao Chen, Hongmin Gao, Shufang Xu*. Transformer-inspired stacked-GAN for hyperspectral target detection[J]. International Journal of Remote Sensing, 2024, 45(15): 4961-4982 (SCI, IF=3.0, 唯一通讯作者)

[14] Hongmin Gao, Min Zhu, Xiangyi Wang, Chenming Li, Shufang Xu*. Lightweight Spatial-Spectral Network Based on 3D-2D Multi-Group Feature Extraction Module for Hyperspectral Image Classification[J]. International Journal of Remote Sensing, 2023, 44(11): 3607-3634. (SCI, IF=3.0, 唯一通讯作者)

[15] Hongmin Gao, Hongyi Wu, Zhonghao Chen, Yiyan Zhang, Shufang Xu*. Fusion Network for Local and Global Features Extraction for Hyperspectral Image Classification[J]. International Journal of Remote Sensing, 2022, 43(10): 3843-3867. (SCI, IF=3.0, 唯一通讯作者)

[16] Chenming Li, Xiangyi Wang, Zhonghao Chen, Hongmin Gao, Shufang Xu*. Classification of Hyperspectral Image Based on Dual-Branch Feature Interaction Network[J]. International Journal of Remote Sensing, 2022, 43(9): 3258-3279. (SCI, IF=3.0, 唯一通讯作者)

代表性授权发明专利：

[1] 徐淑芳, 周子赟, 李琳琳, 丰景春, 丰慧, 王龙宝, 谭振宇. 无人机群协同目标搜索中的动态路径规划方法及系统[P], 2023-1-31, 中国, ZL202111299585.8.

[2] 徐淑芳, 许峰, 毛莺池, 张雪洁, 王龙宝, 黄倩, 陈小丽, 钟海士. 一种无人机网络最大比合并型融合方法[P]. 2019-8-20, 中国, ZL201710200828.5.

[3] 徐淑芳, 许峰, 毛莺池, 张雪洁, 王龙宝, 陈小丽, 钟海士. 一种传感网容量型融合方法[P], 2019-8-20, 中国, ZL201710196723.7.

[4] 徐淑芳, 黄倩, 王慧斌, 毛莺池, 刘阳, 石丹, 胡敏, 徐岑, 卢苗. 一种网络病毒传播行为建模方法[P], 2018-6-29, 中国, ZL201510756638.2.

[5] 徐淑芳, 王慧斌, 张丽丽, 刘阳, 毛莺池, 黄倩. 一种无线多跳网络建模方法及仿真平台[P], 2018-03-30, 中国, ZL201510084509.3.

[6]徐淑芳, 王慧斌, 董欣, 杨会杰, 沈洁, 张丽丽. 一种基于立体视觉的车辆行驶应急处理装置及方法[P], 2013-07-03, 中国, ZL201110327030.x.

[7] 徐淑芳, 王慧斌, 刘阳, 黄凤辰, 李臣明, 沈洁, 李旭杰, 李建霓. 一种多跳无线传感网络机会路由方法及其系统[P], 2017-7-18, 中国, ZL201410294734.5. (已转让)

[8] 徐淑芳, 王慧斌, 杨会杰, 董欣, 沈洁, 张丽丽, 李建霓. 一种基于数字信号处理器的图像处理平台及方法[P], 2013-10-30, 中国, ZL201110327355.8. (已转让)

主持科研项目：

[1] HJ装备预研专项项目: ***研究, 2024, 主持, 90万元

[2] JKW*73基金项目子课题: 基于***技术, 2021, 主持, 30万元

[3] 企事业委托项目: 南京市江北新区公共工程建设中心工程建设管理手册, 2023, 主持, 49.8万元

[4] 陕西省重点实验室开放基金: 依托无人机集群的山区农作物病害监测关键技术, 2023, 主持, 3万元

[5] 广西水利厅委托项目: 广西水利工程建设项目管理信息系统运行维护, 2021, 主持, 106.85万元

[6] 江苏省昆山市2020年祖冲之攻关计划（产学研合作项目）项目, 2020, 主持, 10万元

[7]企事业委托项目: 金融一站式数据开发及运算过程处理系统, 2021, 主持, 50万元

[8] 企事业委托项目: 工业互联网系统平台, 2021, 主持, 28万元