Journal Publications
Renwei Dian, Anjing Guo, and Shutao Li. Zero-Shot Hyperspectral Sharpening [J], IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023. [code]
Yuanye Liu, Renwei Dian*, and Shutao Li. Low-Rank Transformer for High-Resolution Hyperspectral Computational Imaging [J]. International Journal of Computer Vision (IJCV), 2024. [code]
Renwei Dian, Shutao Li, Anjing Guo, and Leyuan Fang. Deep hyperspectral image sharpening [J], IEEE Transactions on Neural Networks and Learning Systems (TNNLS), 2018. [code]
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), 2019. [code]
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), 2018. [code]
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), 2021. [code]
Renwei Dian and Shutao Li. Hyperspectral image super-resolution via subspace-based low tensor multi-rank regularization [J], IEEE Transactions on Image Processing (TIP), 2019.[code]
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), 2020.[code]
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), 2023. [code]
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. [code]
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.[code]
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. [code]
Lishan Tan, Renwei Dian*, Shutao Li, and Jinyang Liu. Frequency-Spatial Domain Feature Fusion for Spectral Super-Resolution[J], IEEE Transactions on Computational Imaging(TCI), 2024.[code]
Yaohang Wu, Renwei Dian*, and Shutao Li*. Multistage Spatial–Spectral Fusion Network for Spectral Super-Resolution[J], IEEE Transactions on Neural Networks and Learning Systems(TNNLS) ,2024. [code]
Anjing Guo, Renwei Dian, and Shutao Li. A Deep Framework for Hyperspectral Image Fusion between Different Satellites, IEEE Transactions on Pattern Analysis andMachine Intelligence (TPAMI), 2022.[code]
Conference Publications
Renwei Dian, Shutao Li, Leyuan Fang, and Jose Bioucas-Dias , Hyperspectral image super-resolution via local low rank and sparse representations, IEEE International Geoscience and Remote Sensing Symposium (IGARSS), 2018. (Student Paper Competition)[code]
Renwei Dian, Leyuan Fang, and Shutao Li, Hyperspectral image super-resolution via non-local sparse tensor factorization, IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2017.[code]