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研究生培养

靳淇文

发布时间:2026-10-11

个人简介

靳淇文,武汉理工大学信息工程学院副教授、硕士生导师;主要从事高/超光谱图像解译,多模态图像融合,人机协作问题的研究等理论与技术研究,主持国家自然科学基金青年项目、湖北省自然科学基金青年,湖北省自然科学基金面上项目等纵向科研项目多项;目前已接受发表包含IJCV、Information Fusion、IEEE TNNLS、IEEE TGRS、JAG、PR、ICASSP等国际TOP期刊及会议论文二十余篇。获湖北省自然科学奖二等奖1项、国际会议最佳论文1项。目前担任TNNLS、TGRS、Information Fusion、TCSVT,AAAI, CVPR 等国际期刊会议的审稿专家;担任中科院2区期刊Remote Sensing特刊客座编辑。

联系方式:qiwenjin@whut.edu.cn


教育和工作经历

2025,02- 至今 武汉理工大学,信息工程学院,副教授

2022,11- 2025,02, 武汉理工大学,信息工程学院,讲师

2016,09- 2022,06, 武汉大学, 电子信息学院, 博士(硕博连读)

2012,09- 2016,09 武汉理工大学,通信工程, 学士


主要研究方向

遥感图像解译、多模态图像融合增强、图像超分、人机协作


主持或参与的科研项目

[1] 国家自然科学基金青年项目,62401416,模型数据联合驱动的高光谱遥感影像无监督解混方法研究,主持

[2] 湖北省自然科学基金青年项目,2023AFB153,面向亚像素级的高光谱遥感水质探测研究,主持

[3] 湖北省自然面上科学基金,JCZRMS202601339,无人机高光谱湖泊污染精细化感知技术研究,主持

[4] 中央高校科研专项资金,高光谱海洋污染精细化研究,主持

[5] 国家重点研发子课题,2021YFB3901503,基于通导融合的星基海上目标实时定位与信息收发技术,参与

[6] 国际(地区)合作与交流项目,62061160370,星载红外成像目标检测与识别技术研究,参与


代表性学术成果

  1. Quan Liu, Tianhao Wang, Qiwen Jin*, Jiwei Hu*, LiLi, and Kin-man Lam. "Bi-domain Fusion Pyramid Network for Pansharpening with Deep Anisotropic Diffusion", Information Fusion,2025. (SCI, IF=15.5,中科院一区)

  2. Qiwen Jin, Yong Ma, Fan Fan, Jun Huang, Xiaoguang Mei and Jiayi Ma. "Adversarial Autoencoder Network for Hyperspectral Unmixing", IEEE Transactions on Neural Networks and Learning Systems, 2023. (SCI, IF=14.25,中科院一区)

  3. Qinwen Jin, Yong Ma, Xiaoguang Mei and Jiayi Ma. "TANet: An Unsupervised Two-Stream Autoencoder Network for Hyperspectral Unmixing", IEEE Transactions on Geoscience and Remote Sensing, 2022. (SCI, IF=9.4,中科院一区)

  4. Jiwei Hu, Tianhao Wang, Qiwen Jin*, Chengli Peng and Quan Liu. "A multi-domain dual-stream network for hyperspectral unmixing", International Journal of Applied Earth Observation and Geoinformation, 2024. (SCI, IF=8.6,中科院一区)

  5. Jiwei Hu, Chengcheng Song, Qiwen Jin*, and Kin-man Lam. "Affusion: Atmospheric Scattering Enhancement and Frequency Integrated Spatial-Channel Attention for Infrared and Visible Image Fusion", Pattern Recognition, 2025. (SCI, IF=7.6,中科院一区)

  6. Qiwen Jin, Yaxin Zhang, Chengli Peng, Jiwei Hu, and LiLi. "DSMNet: dual-stream Mamba with global context encoding and frequency-domain detail compensation for RGB-T segmentation", Geo-Spatial Information Science, 2026. (SCI, IF=5.4,中科院一区)

  7. 胡辑伟,谭扬洋,靳淇文*.“基于金字塔-光谱-注意力曼巴网络的高光谱图像解混方法研究”.遥感学报, 2025. (EI, 信息地理学领域T1期刊)

  8. 宋程程,胡辑伟,靳淇文*.“融合频率信息与大气散射模型的高质量红外与可见光图像融合”.中国图象图形学报, 2025. (CCF B类期刊)

  9. 靳淇文, 马泳, 樊凡, 黄珺,李皞,梅晓光. “生成对抗网络的无监督高光谱解混”. 遥感学报, 2023. (EI, 信息地理学领域T1期刊)

  10. Jiwei Hu, Yangrui Bai, Zijun Li, Qiwen Jin* and Chengli Peng. "Multi-source attention autoencoder network for hyperspectral unmixing with LiDAR data", Neurocomputing, 2024. (SCI, IF=6.5,Top期刊)

  11. Jiwei Hu, Zhen Hu, Ping Lou, Kin-man Lam and Qiwen Jin*. "A dual-domain mutual compensation network for multi-modality image fusion", Neurocomputing, 2025. (SCI,IF=6.5,Top期刊)

  12. Ming Deng, Jiwei Hu, Junxiang Wen, Xiaomei Zhang and Qiwen Jin*. "Object Detection-Based Visual SLAM Optimization Method for Dynamic Scene", IEEE Sensors Journal, 2025.(SCI, IF=4.5,JCR Q1)

  13. Qiwen Jin, Yong Ma, Erting Pan, et.al. "Hyperspectral Unmixing with Gaussian Mixture Model and Spatial Group Sparsity", Remote Sensing, 2019, vol.11: 2434. (SCI, IF=5.0, JCR Q1)

  14. Chengli Peng, Zhenyu Yang, Yiwei Lu, Zizhuo Li and Qiwen Jin*. "A More Reliable Local-Global-guided Network for correspondence pruning", Pattern Recognition Letters, 2024. (SCI, IF=5.1)

  15. Yong Ma, Qiwen Jin, Xiaoguang Mei, Xiaobing Dai, Fan Fan, et.al. "Hyperspectral Unmixing with Gaussian Mixture Model and Low-Rank Representation", Remote Sensing, 2019. (SCI, IF=5.0, JCR Q1)

  16. Jiwei Hu, Feng Xiao, Qiwen Jin*, Guangpeng Zhao and Ping Lou. "Synthetic data generation based on RDB-CycleGAN for Industrial Object Detection", Mathematics, 2023. (SCI, JCR Q1)

  17. Qiwen Jin, Jiwei Hu, Ping Lou and Kin_Man Lam, "Nonlinear Hyperspectral Unmixing Based on Generative Adversarial Network", IWAIT, Langkawi, Malaysia, 2024. (EI, 最佳论文奖,Best Paper Award)

  18. Qiwen Jin, Yong Ma, Xiaoguang Mei, Hao Li and Jiayi Ma, "UTDN: An Unsupervised Two-Stream Dirichlet-Net for Hyperspectral Unmixing", ICASSP, Toronto, Canada, 2021. (EI, CCF推荐B类会议, 口头汇报)

  19. Qiwen Jin, Yong Ma, Xiaoguang Mei, Xiaobing Dai, Hao Li, Fan Fan and Jun Huang. "Gaussian mixture model for hyperspectral unmixing with low-rank representation", IGARSS, Yokohama, Japan, 2019. (EI, 口头汇报)


获得的荣誉奖励

[1] 梅晓光,李皞,徐涵,靳淇文,柳成荫,“对地观测图谱协同处理方法研究”湖北省自然科学奖二等奖,2024

[2] Qiwen Jin,Jiwei Hu, Ping Lou, Kin_Man Lam, 2024 IWAIT Best Paper Award


工作信箱

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