博士，南京航空航天大学教授、博导，主要从事遥感技术、目标探测、空间信息智能计算等方面的教学和研究工作。2000年本科毕业于武汉测绘科技大学，获摄影测量与遥感工学学士学位；2003年硕士毕业于中国地震局地质研究所，获构造地质理学硕士学位；2011年博士毕业于上海交通大学，获模式识别与智能系统工学博士学位。2015年入选中国科学院西部青年学者计划(A类)，2020年入选江苏省科技副总人才计划，2021年入选江苏省SC人才计划。2003年6月～2019年5月，在中国科学院西安光学精密机械研究所工作，历任实习研究员，助理研究员、副研究员、研究员。2019年6月起，在南京航空航天大学工作，任教授、博导。曾任中国科学院西安光学精密机械研究所遥感与智能信息系统研究中心主任，中国科学院月球与深空探测总体部办公室副主任，武汉大学-中国科学院西安光学精密机械研究所空间智能技术联合实验室常务副主任等职。作为项目负责人，先后承担国家863、重点研发计划（子课题）、高分专项、中科院创新基金等项目20余项。作为主要研究人员，先后参与CE-1、CE-2、CE-3、TW-2等国家重大任务卫星有效载荷光学探测系统研制工作，以及973、863、国家自然科学基金、国家重点研发计划、中科院重大方向项目、中科院先导等任务。在IEEE T-PAMI、TGRS、TIM，OE、中国科学、科学通报、光学学报等国内外高级期刊上发表论文80余篇，国家发明专利18项。中国光学工程学会理事，中国光学学会空间光学专业委员会、中国指挥与控制学会空天大数据与人工智能专委会、中国测绘学会深空探测遥感测绘工委会委员，江苏省遥感与地理信息学会理事，江苏省人工智能学会智能遥感专委会委员，IEEE会员。

研究方向

遥感信息处理，空间信息智能计算，目标检测与识别，高光谱遥感数据处理与分析

博士/硕士招生方向

光学工程，电子信息

欢迎测绘、遥感、计算机、电子信息、模式识别等专业有志于科学研究，对未来有理想、有追求的优秀学生报考。

近年来的研究成果

2025年度：

1. Yuze YANG, Jiahang LIU^*, Yangyu FU, Yue NI, and Yan XU, "Shading- and Geometry-aware Lighting Calibration Network for Uncalibrated Photometric Stereo," NEUROCOMPUTING (Accepted)  (SCI, IF₂₀₂₄=5.5)

2. Jian CUI, Jiahang LIU^*, Yue NI, Yuan SUN and Mao GUO. MCKTNet: Multi-Scale Cross-Modal Knowledge Transfer Network for Semantic Segmentation of Remote Sensing Images. IEEE TRANSANCTIONS ON GEOSCIENCE AND REMOTE SENSING. DOI: 10.1109/TGRS.2025.3547442.  (SCI, IF₂₀₂₄ = 7.5)

3. Weijian CHI, Jiahang LIU^*, Xiankai LU, Yue NI, Xiaozhen WANG. A contrast-invariant feature extraction framework for single-domain generalization in infrared small target detection. KNOWLEDGE-BASED SYSTEMS, 310 (2025) 112963. DOI: 10.1016/j.knosys.2025.112963. (SCI, IF₂₀₂₄ = 7.2)

2024年度：

1. Jiahang LIU^*, Jinlong Zhang, Yue Ni , Weijian Chi , and Zitong Qi. Small-Object Detection in Remote Sensing Images With Super-Resolution Perception. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, VOL. 17, 2024. DOI:10.1109/JSTARS.2024.3452707. (SCI, IF₂₀₂₄ = 4.7)

2. Jian Cui, Jiahang LIU^*, Yue Ni , Jinjin Wang, and Manchun Li. FDGSNet: A Multimodal Gated Segmentation Network for Remote Sensing Image Based on Frequency Decomposition. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, VOL. 17, 2024. DOI: 10.1109/JSTARS.2024.3471638. (SCI, IF₂₀₂₄ = 4.7)

3. Xiaozhen Wang, Jiahang LIU^*, Yue Ni , Weijian Chi , and Yangyu Fu. Two-Stage Domain Alignment Single-Source Domain Generalization Network for Cross-Scene Hyperspectral Images Classification. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 62, 2024. DOI: 10.1109/TGRS.2024.3443915. (SCI, IF₂₀₂₄=7.5)

4. Jiahang LIU^**,  Xiaozhen Wang , Mao Guo , Ruilei Feng , and Yue Wang. Shadow Detection in Remote Sensing Images Based on Spectral Radiance Separability Enhancement. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, VOL. 46, NO. 5, MAY 2024. DOI: 10.1109/TPAMI.2023.3343728. (SCI, IF₂₀₂₃=23.6)

5. Zexian Duan, Jiahang Liu* , Xinpeng Ling, Jinlong Zhang and Zhiheng Liu. ERNet: A Rapid Road Crack Detection Method Using Low-Altitude UAV Remote Sensing Images. REMOTE SENSINg. 2024, 16, 1741. DOI: 4. 10.3390/rs16101741.  (SCI, IF₂₀₂₃ = 5.0)

6. Zhi Cai, Jiahang LIU^*, Lin Xu, Jiayi Wang. Cooperative path planning study of distributed multi-mobile robots based on optimised ACO algorithm. ROBOTICS AND AUTONOMOUS SYSTEMS, 179 (2024) 104748. DOI: 10.1016/j.robot.2024.104748. (SCI, IF₂₀₂₃ = 4.3)

7. Xinpeng Ling, Jiahang LIU^*, Zexian Duan and Ji Luan. A Robust Mismatch Removal Method for Image Matching Based on the Fusion of the Local Features and the Depth. REMOTE SENSING. 2024, 16, 1873. DOI: 10.3390/rs16111873. (SCI, IF₂₀₂₃=5.0)

8. Yue Ni , Jiahang LIU^*, Weijian Chi , Xiaozhen Wang , and Deren Li. CGGLNet: Semantic Segmentation Network for Remote Sensing Images Based on Category-Guided Global–Local Feature Interaction. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 62, 2024. DOI: 10.1109/TGRS.2024.3379398. (SCI, IF₂₀₂₃=8.2)

9. Weijian Chi, Jiahang LIU^*,  Xiaozhen Wang, Yue Ni, and Ruilei Feng. A Semantic Domain Adaption Framework for Cross-Domain Infrared Small Target Detection. IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, VOL. 62, 2024. DOI: 10.1109/TGRS.2024.3367922. (SCI, IF₂₀₂₃=8.2)

10. Yuze Yang, Jiahang LIU^*, Yangyu Fu, Yue Ni. Non-Lambertian photometric stereo via neural inverse rendering and interreflection model. OPTICS AND LASERS IN ENGINEERING, 178 (2024) 108138. DOI: 10.1016/j.optlaseng. 2024. 108138.  (SCI, IF₂₀₂₃=4.6)

11. 王杰，柳稼航*，凌信鹏，段则先. 基于深度学习的InSAR 影像局部与非局部联合相位滤波. 武汉大学学报(信息科学版). DOI: 10.13203/j.whugis20240052. (EI)

12. 扶杨玉，柳稼航*，王伟刚, 栾吉. 干涉成像光谱复原典型窗函数特性对比. 光学学报, 第44卷, 第11期, 2024年6月. (EI)

2023年度：

1. W. Chi, Jiahang LIU^*, X. Wang, R. Feng, and J. Cui, “DBGnet: Dual-branch gate-aware network for infrared small target detection,” IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING, vol. 61, pp. 1–14, 2023.  (SCI, IF₂₀₂₃=8.2)

2. X. Wang, Jiahang LIU^*, Weigang Wang, Weijian Chi , and Ruilei Feng. Weakly Supervised Hyperspectral Image Classification With Few Samples Based on Intradomain Sample Expansion. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, VOL. 16, 2023. DOI: 10.1109/JSTARS.2023.3283862. (SCI, IF₂₀₂₃=5.5)

3. Jinjin Wang, Jiahang LIU^*, Jian Cui , Ji Luan, and Yangyu Fu. Multiscale Fusion Network Based on Global Weighting for Hyperspectral Feature Selection. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, VOL. 16, 2023. DOI: 10.1109/JSTARS.2023.3251442.  (SCI, IF₂₀₂₃=5.5)

5. Jian Cui , Jiahang LIU^*, Jinjin Wang , and Yue Ni. Global Context Dependencies Aware Network for Efficient Semantic Segmentation of Fine-Resolution Remoted Sensing Images. IEEE GEOSCIENCE AND REMOTE SENSING LETTERS, VOL. 20, 2023. DOI:10.1109/LGRS.2023.3318348. (SCI, IF₂₀₂₃=4.8)

6. Yue Ni, Jiahang LIU^*, Jian Cui , Yuze Yang , and Xiaozhen Wang. Edge Guidance Network for Semantic Segmentation of High-Resolution Remote Sensing Images. IEEE JOURNAL OF SELECTED TOPICS IN APPLIED EARTH OBSERVATIONS AND REMOTE SENSING, VOL. 16, 2023. DOI: 10.1109/JSTARS.2023.3316307. (SCI, IF₂₀₂₃=5.5)

7. Jiahang Liu*, Ruilei Feng, Peng Chen, Xiaozhen Wang and Yue Ni. Dynamic Loss Reweighting Method Based on Cumulative Classification Scores for Long-Tailed Remote Sensing Image Classification. REMOTE SENSING, 2023, 15, 394. DOI: 10.3390/rs15020394. (SCI, IF2022=5.0)

8. Xiaozhen Wang, Jiahang LIU^* , Weijian Chi, Weigang Wang and Yue Ni. Advances in Hyperspectral Image Classification Methods with Small Samples: A Review. REMOTE SENSING, 2023, 15, 3795. DOI: 10.3390/rs15153795. (SCI, IF₂₀₂₃=5.0)

9. Yuze Yang, Jiahang LIU^*, Yue Ni , Cihan Li , and Zihan Wang. Accurate Normal Measurement of Non-Lambertian Complex Surface Based on Photometric Stereo. IEEE TRANSACTIONS ON INSTRUMENTATION AND MEASUREMENT, VOL. 72, 2023. DOI: 10.1109/TIM.2023.3328696. (SCI, IF₂₀₂₂ = 5.33)

10. L. Qiang and Jiahang LIU^*, “IM2DP: An intensity-based approach to loop closure detection and optimization for LiDAR mapping,” in International Conference on Computer Graphics, Artificial Intelligence, and Data Processing (ICCAID 2022), SPIE, 2023, pp. 120–127.

11. Z. Cai, Jiahang LIU^*, W. Chi, and B. Zhang, “A low-cost and robust multi-sensor data fusion scheme for heterogeneous multi-robot cooperative positioning in indoor environments,” REMOTE SENSING, vol. 15, no. 23, p. 5584, 2023. DOI: 10.3390/rs15235584. (SCI, IF₂₀₂₃=5.0)

1996.9 -- 2000.6
武汉测绘科技大学       大学本科毕业

2000.9 -- 2003.7
中国地震局地质研究所       硕士研究生毕业

2005.2 -- 2011.7
上海交通大学       博士研究生毕业

2003.7 -- 2019.6

中国科学院西安光学精密机械研究所

2015.1 -- 2019.12

中国科学院地理科学与资源研究所

2019.6 -- 至今

南京航空航天大学

2023年至今    中国指挥与控制学会空间信息大数据专委会委员
2022年至今    中国测绘学会深空探测遥感专业委员会委员
2022年至今    航天系统部评议专家组成员
2022年至今    教育部科技奖评议专家
2021年至今    中国载人登月关深阶段论证专家组成员
2021年至今    江苏省人工智能学会智能遥感专委会委员
2021年至今    江苏省遥感与地理信息学会理事
2021年至今    中国光学学会空间光学委员会委员