姓名：佃仁伟

职称：教授 博士生导师 硕士生导师

邮箱：drw@hnu.edu.cn

地址：湖南省长沙市岳麓区yl23411永利集团官网C2栋

谷歌学术：https://scholar.google.dk/citations?hl=zh-CN&user=EoTrH5UAAAAJ

一、个人介绍

湖北荆州人，湖南大学人工智能与机器人学院教授、博士生导师，入选国家优秀青年科学基金和博新计划，主要从事高光谱计算成像的研究工作。建立了高光谱融合成像理论方法，研制了高空间分辨率高光谱成像装置，以第一/通讯作者在IEEE TPAMI、IJCV、IEEE TIP和CVPR等权威期刊和会议上发表论文40余篇，其中ESI高被引论文9篇，授权发明专利19项，获得了国家自然科学二等奖（排2）、中国图像图形学会青年科学家奖、中国人工智能学会优秀青年奖、中国图像图形学会优博、中国光学学会科技创新奖郭光灿光学奖等奖项。

二、工作经历

2020/08—2022/07  湖南大学 博士后(博新计划) 合作导师：李树涛教授

2022/08—2024/12  湖南大学 机器人学院 副教授 博士生导师

2025/01—至今    湖南大学 机器人学院 教授/岳麓学者 博士生导师

三、主要研究方向

人工智能，大模型，AI for Science，计算成像，高光谱遥感

四、招生信息

课题组常年招收博士后，博士，硕士及本科实习生,欢迎人工智能、计算机、自动化、电子信息工程、微电子、通信、数学、光学等相关专业对本课题组研究感兴趣的同学与我联系，课题组研究经费充足，科研氛围良好，硕士生补助≥600（国家补助）+500（课题组补助）/月，博士生补助≥2800（国家补助）+1500（课题组补助）/月。

五、代表性论文（*表示通讯作者）

[1]Renwei Dian, Anjing Guo, and Shutao Li*. Zero-Shot Hyperspectral Sharpening [J], IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, pp. 12650-12666, 2023. (ESI热点/高被引论文，中科院一区，CCF A 类)

[2]Yuanye Liu, Renwei Dian*, and Shutao Li. Low-Rank Transformer for High-Resolution Hyperspectral Computational Imaging [J]. International Journal of Computer Vision (IJCV), 2024. (CCF A类)

[3]Renwei Dian,  Shutao Li*, Anjing Guo, and Leyuan Fang. Deep hyperspectral image sharpening [J], IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 29, no. 11, pp. 5345-5355, 2018. (ESI高被引论文，中科院一区)

[4]Renwei Dian, Shutao Li*, and Leyuan Fang. Learning a low tensor-train rank representation for hyperspectral image super-resolution [J], IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 30, no. 9, pp. 2672-2683, 2019. (ESI高被引论文，中科院一区)

[5]Shutao Li, Renwei Dian*, Leyuan Fang, and Jose M. Bioucas-Dias. Fusing hyperspectral and multispectral images via coupled sparse tensor factorization [J], IEEE Transactions on Image Processing (TIP), vol. 27, no. 8, pp. 4118-4130, 2018. (ESI高被引论文，中科院一区)

[6]Renwei Dian, Shutao Li, and Xudong Kang*, Regularizing hyperspectral and multispectral image fusion by CNN denoiser [J], IEEE Transactions on Neural Networks and Learning Systems (TNNLS), vol. 32, no. 3, pp. 1124-1135, 2021. (ESI热点/高被引论文，中科院一区)

[7]Renwei Dian and Shutao Li*. Hyperspectral image super-resolution via subspace-based low tensor multi-rank regularization [J], IEEE Transactions on Image Processing (TIP), vol. 28, no. 10, pp. 5135-5146, 2019. (ESI高被引论文，中科院一区）

[8]Renwei Dian, Shutao Li*, Bin Sun, and Anjing Guo, Recent advances and new guidelines on hyperspectral and multispectral image fusion [J], Information Fusion, vol. 69, 2021, pp. 40-51. (ESI高被引论文，中科院一区)

[9]Renwei Dian, Shutao Li*, Leyuan Fang, Ting Lu, and Jose M. Bioucas-Dias. Non-local sparse tensor factorization for semi-blind hyperspectral and multispectral image fusion [J], IEEE Transactions on Cybernetics (TCYB), vol. 50, no. 10, pp. 4469-4480, 2020. (中科院一区)

[10]Renwei Dian, Shutao Li*, Leyuan Fang, and Qi Wei, Multispectral and hyperspectral image fusion with spatial-spectral sparse representation [J], Information Fusion, vol. 49, pp. 262-270, 2019. (中科院一区)

[11]Renwei Dian, Leyuan Fang, and Shutao Li*, Hyperspectral image super-resolution via non-local sparse tensor factorization [C], IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Honolulu, America, 2017, pp. 3862-3871. (CCF A 类会议)

[12]Renwei Dian, Tianci Shan, Wei He, and Haibo Liu*, Spectral Super-Resolution via Model-Guided Cross-Fusion Network [J], IEEE Transactions on Neural Networks and Learning Systems(TNNLS),vol. 35, pp. 10059-10070, 2023. (ESI高被引论文，中科院一区)

[13]Renwei Dian, Yuanye Liu, and Shutao Li*. Spectral Super-Resolution via Deep Low-Rank Tensor Representation[J]. IEEE Transactions on Neural Networks and Learning Systems(TNNLS), 2024. (ESI高被引论文，中科院一区)

[14]Renwei Dian, Yuanye Liu, and Shutao Li*. Hyperspectral Image Fusion via a Novel Generalized Tensor Nuclear Norm Regularization. IEEE Transactions on Neural Networks and Learning Systems(TNNLS) ,2024. (中科院一区)

[15]Shutao Li, Renwei Dian*, and Haibo Liu, Learning the External and Internal Priors for Multispectral and Hyperspectral Image Fusion [J], Science China Information Sciences, 2022. (CCF A 类)

[16]Lishan Tan, Renwei Dian*, Shutao Li, and Jinyang Liu. Frequency-Spatial Domain Feature Fusion for Spectral Super-Resolution[J]. IEEE Transactions on Computational Imaging, vol. 10, pp. 589-599, 2024. (中科院二区)

[17]Weiwei Song, Zhi Gao, Renwei Dian*, Pedram Ghamisi, Yongjun Zhang, and Jón Atli Benediktsson, Asymmetric Hash Code Learning for Remote Sensing Image Retrieval, IEEE Transactions on Geoscience and Remote Sensing(TGRS), vol. 60, 2022. (中科院一区)

[18]Haibo Liu, Chenguo Feng, Renwei Dian*, and Shutao Li. SSTF-Unet: Spatial–Spectral Transformer-Based U-Net for High-Resolution Hyperspectral Image Acquisition[J]. IEEE Transactions on Neural Networks and Learning Systems(TNNLS) , vol. 35, pp. 18222-18236, 2023. (中科院一区)

[19]Yaohang Wu, Renwei Dian*,and Shutao Li. Multistage Spatial-Spectral Fusion Network for Spectral Super-Resolution,IEEE Transactions on Neural Networks and Learning Systems(TNNLS) , 2024. (中科院一区)

[20]Jinyang Liu, Shutao Li, Renwei Dian*,and Ze Song. DT-F Transformer: Dual transpose fusion transformer for polarization image fusion, Information Fusion, vol. 106, 2024(中科院一区)

[21]Anjing Guo, Renwei Dian, and Shutao Li*, A Deep Framework for Hyperspectral Image Fusion between Different Satellites, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), vol. 45, pp. 7939-7954, 2022. (中科院一区，CCF A 类)

[22] Yuanye Liu, Jinyang Liu, Renwei Dian*, Shutao Li. A Selective Re-Learning Mechanism for Hyperspectral Fusion Imaging [C], IEEE Conference on Computer Vision and Pattern Recognition (CVPR), Nashville, America, 2025. (CCF A类)

[23]Anjing Guo, Renwei Dian*, Nan Wang, Shutao Li, Better Image Filter for Pansharpening [J], IEEE Transactions on Image Processing (TIP), vol. 34, pp. 8171-8184, 2025. (中科院一区)

[24]Nan. Wang, Anjing. Guo, Renwei Dian*, Shutao Li. Equivariant High-Resolution Hyperspectral Imaging via Mosaiced and PAN Image Fusion [J], IEEE Transactions on Image Processing (TIP), vol. 35, pp. 1246-1260, 2026. (中科院一区)

[25] Yaohang Wu, Jinyang Liu, Renwei Dian*, Shutao Li, Yining Yang. Mosaic Pattern Excavation Transformer for Spectral Imaging [J], IEEE Transactions on Image Processing (TIP), vol. 34, pp. 7817-7829, 2025. (中科院一区)

[26] Jinyang Liu, Shutao Li, Heng Yang, Renwei Dian*, and Yuanye Liu. Heterospectral Structure Compensation Sampling for Hyperspectral Fusion Computational Imaging [J], IEEE Transactions on Image Processing (TIP), vol. 34, pp. 7930-7942, 2025. (中科院一区)

[27] Jiayu Cui, Yuanye Liu, Renwei Dian*, Shutao Li, Jinyang Liu, Dual-Stream Hierarchical Mamba for High-Resolution Hyperspectral Fusion Imaging [J], Information Fusion, vol. 132, 2026. (中科院一区)

[28] Heng Yang, Jinyang Liu, Renwei Dian*, and Shutao Li, Correlation-aware Learning Self-guiding Network for Hyperspectral Fusion Imaging [J], Information Fusion, vol. 133, 2026. (中科院一区)