基本情况

Ph.D. 博士(武汉大学, 2017-12)，副教授，硕士生导师。

Email: nih@nuist.edu.cn 

研究方向

遥感中的模式识别和数学建模方法。

招收相关方向硕士研究生（学硕和专硕）。欢迎对数学感兴趣的学生加入！

工作经历

2022/07-今    南京信息工程大学    遥感与测绘工程学院   副教授 

2020/01-2021/01 法国国家信息与自动化研究所（INRIA） 博士后

2017/12-2022/06    南京信息工程大学    遥感与测绘工程学院   讲师  

一些代表性论文

[1] Huan Ni, Haiyan Guan, Xudong Tong, Jocelyn Chanussot. Conditional Gaussian Enhanced Dense Correlation Matching for Cross-category Land Cover Classification. IEEE Transactions on Geoscience and Remote Sensing. 2025, 63: 5604515. (SCI, TOP)

[2] Huan Ni, Qingshan Liu, Haiyan Guan, Hong Tang, Jocelyn Chanussot. Category-Level Assignment for Cross-Domain Semantic Segmentation in Remote Sensing Images. IEEE Transactions on Geoscience and Remote Sensing. 2023, 61: 5608416. (SCI, TOP)

[3] Huan Ni, Xiaonan Niu. SVLA: A compact supervoxel segmentation method based on local allocation. ISPRS Journal of Photogrammetry and Remote Sensing. 2020, 163: 300-311. (SCI, TOP)

[4] Huan Ni, Xiaonan Niu. Agglomerative oversegmentation using dual similarity and entropy rate. Pattern Recognition. 2019, 93: 324-336. (SCI, TOP)

[5] Huan Ni, Yubin Zhao, Haiyan Guan, Cheng Jiang, Yongshi Jie, Xing Wang, Yiyang Shen. Cross-Resolution Land Cover Classification Using Outdated Products and Transformers. International Journal of Remote Sensing. 2024, 45(24): 9388-9420. 

[6] Ziyang Shen, Huan Ni*, Haiyan Guan, Xiaonan Niu. Optimal Transport-based Domain Adaptation for Semantic Segmentation of Remote Sensing Images. International Journal of Remote Sensing. 2024, 45(2): 420-450.

[7] Xiaonan Niu, Huan Ni*, Qun Ma, Shangxiao Wang, and Leli Zong. Identifying Ecological Security Patterns Based on Ecosystem Service Supply and Demand Using Remote Sensing Products (Case Study: The Fujian Delta Urban Agglomeration, China. Sustainability. 2023, 15, 1: 578. (SCI，通讯作者)

[8] Huan Ni, Jocelyn Chanussot, Xiaonan Niu, Hong Tang, and Haiyan Guan. Reverse Difference Network for Highlighting Small Objects in Aerial Images. ISPRS International Journal of Geo-Information, 2022, 11, 9: 494. (SCI)

[9] Huan Ni, et al. Joint Multiple Entities and Iterative Graph Cuts for ALS Point Clouds Filtering. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing. 2018, 11(3): 990-1004. (SCI)

[10] Huan Ni, et al. Edge Detection and Feature Line Tracing in 3D-Point Clouds by Analyzing Geometric Properties of Neighborhoods. Remote Sensing. 2016, 8, 710. (SCI)