Hyperspectral Remote Sensing Imagery Reconstruction From RGB Images Based on Joint Discrimination.
Building Extraction from Remote Sensing Images with Sparse Token Transformers.
Semi-Supervised Center Loss for Remote Sensing Image Scene Classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing, 2020.[pdf]
Multiscale Deep Spatial Feature Extraction Using Virtual RGB Image for Hyperspectral Imagery Classification. Remote Sensing. 12. 280.[pdf]
Collaborative Sparse Hyperspectral Unmixing Using L0 norm. IEEE Transactions on Geoscience and Remote Sensing, vol. 56, no. 9, pp. 5495-5508, Sept. 2018.[pdf]
Ensemble-based Cascaded Constrained Energy Minimization for Hyperspectral Target Detection. Remote Sensing, 2019, 11(11), 1310-1—1310-20.[pdf]
CoinNet: Copy Initialization Network for Multispectral Imagery Semantic Segmentation. IEEE Geoscience and Remote Sensing Letters, 2018.[pdf]
Scene learning for cloud detection on remote sensing images. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,Volume 8, Issue 8, August 2015, pp. 4206-4222.[pdf]
- SAE_unmixing_release Matlab code.
A Supervised Abundance Estimation Method for Hyperspectral Unmixing. Remote Sensing Letters, 2018, 9(4): 383-392 [pdf]
- smosu Matlab code.
ℓ0-based sparse hyperspectral unmixing using spectral information and a multi-objectives formulation. ISPRS Journal of Photogrammetry and Remote Sensing, 2018, 141: 46-58. [pdf]
- LEVIR A new remote sensing target detection dataset which is one order of magnitude larger than any other datasets of this field. Random Access Memories: A New Paradigm for Target Detection in High Resolution Aerial Remote Sensing Images. IEEE Transactions on Image Processing,2018, 27(3): 1100-1111. [pdf]
- HiFi-We_release Matlab Codes of Hifi-We demo
Bin Pan，Zhenwei Shi and Xia Xu. Hierarchical Guidance Filtering Based Ensemble Classification for Hyperspectral Image. IEEE Transactions on Geoscience and Remote Sensing,2017, 55(7): 4177 – 4189. [pdf]
- Traffic Light Detection Code Codes of Traffic Light Detection release version.
Video Sequence Testing data of Traffic Light Detection(Video Sequence).
Zhenwei Shi, Zhengxia Zou and Changshui Zhang. Real Time Traffic Light Detection with Adaptive Background Suppression Filter. IEEE Transactions on Intelligent Transportation Systems,Volume 17, Issue 3, March 2016, pp. 690-700. [pdf]
- RSImageCaption Matlab Codes of RSImageCaption demo
Zhenwei Shi and Zhengxia Zou. Can a Machine Generate Human-like Language
Descriptions for a Remote Sensing Image? IEEE Transactions on Geoscience and Remote Sensing, Volume 55, Issue 6, June 2017, pp. 3623-3634. [pdf]
- RVCANet Matlab Codes of RVCANet demo
The error in the previous demo is corrected, and more flexible setting of training samples number is available.
Bin Pan, Zhenwei Shi and Xia Xu. R-VCANet: A New Deep Learning-Based
Hyperspectral Image Classification Method. IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing,Volume 10, Issue 5, May 2017, pp. 1975-1986. [pdf]
- hCEM Matlab Codes of hCEM demo
Zhengxia Zou and Zhenwei Shi. Hierarchical Suppression Method for Hyperspectral Target Detection. IEEE Transactions on Geoscience and Remote Sensing, Volume 54, Issue 1, Jan. 2016, pp.330-342. [pdf]
- SunSPI Matlab Codes of SunSPI demo
Wei Tang, Zhenwei Shi, Ying Wu and Changshui Zhang. Sparse Unmixing of Hyperspectral Data Using Spectral a Priori Information. IEEE Transactions on Geoscience and Remote Sensing, Volume 53, Issue 2, February 2015, pp. 770-783. [pdf]
- Retinex Matlab Codes of Retinex demo
Haoning Lin and Zhenwei Shi. Multi-scale retinex improvement for nighttime image enhancement. Optik - International Journal for Light and Electron Optics, Volume 125, Issue 14, December 2014, pp.7143-7148. [pdf]
- RSFoBa Matlab Codes of RSFoBa demo
Wei Tang, Zhenwei Shi, and Ying Wu, Regularized simultaneous forward-backward greedy algorithm for sparse unmixing of hyperspectral data. IEEE Transactions on Geoscience and Remote Sensing, Volume 52, Issue 9, September 2014, pp. 5271- 5288.[pdf]
- SMP Matlab Codes of SMP demo
Zhenwei Shi, Wei Tang, Zhana Duren, and Zhiguo Jiang.Subspace Matching Pursuit for Sparse Unmixing of Hyperspectral Data.IEEE Transactions on Geoscience and Remote Sensing, Volume 52, Issue 6, June 2014, pp.3256-3274.[pdf]
- NMF-UPK Matlab Codes of NMF-UPK demo
Wei Tang, Zhenwei Shi, and Zhenyu An.Non-negative Matrix Factorization for Hyperspectral Unmixing Using Prior Knowledge of Spectral Signatures.Optical Engineering, Volume 51, Issue 8, 087001, August, 2012..[pdf]
- Hsifus Matlab Codes of Hsifus demo
Zhenwei Shi, Zhenyu An, and Zhiguo Jiang.Hyperspectral image fusion by the similarity measure based variational method. Optical Engineering, Volume 50, Issue 7, 077006, July 2011, DOI: 10.1117/1.3600767. [pdf]