Prof. Yanfei ZHONG

Fields of interest

Hyperspectral remote sensing information processing, High-resolution remote sensing image understanding, Multi-source remote sensing data geological interpretation. 

Selected publications

Y. Zhong, X. Wang, L. Zhao, R. Feng, L. Zhang, and Y. Xu, “Blind spectral unmixing based on sparse component analysis for hyperspectral remote sensing imagery,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 119, pp. 49-63, Sep. 2016. 

 ● Y. Zhong, R. Gao, and L. Zhang, “Multi-Scale and Multi-Feature Normalized Cuts Segmentation for High Spatial Resolution Remote Sensing Imagery,” IEEE Transactions on Geoscience and Remote Sensing, vol. 54, no. 10, pp. 6061-6075, 2016. 

● B. Zhao, Y. Zhong, and L. Zhang, “A spectral–structural bag-of-features scene classifier for very high spatial resolution remote sensing imagery,” ISPRS Journal of Photogrammetry and Remote Sensing, vol. 116, pp. 73-85, 2016. (ESI High cited paper)

● Y. Zhong, F. Fei, and L. Zhang, “Large patch convolutional neural networks for the scene classification of high spatial resolution imagery,” Journal of Applied Remote Sensing, vol. 10, no. 2, p. 025006, 2016. （SPIE Best Paper Awards）

● Y. Zhong, Q. Zhu, and L. Zhang, “Scene Classification Based on the MultiFeature Fusion Probabilistic Topic Model for High Spatial Resolution Remote Sensing Imagery,” IEEE Transactions on Geoscience and Remote Sensing, vol. 53, no. 11, pp. 6207-6222, Nov. 2015. 

● Y. Zhong, Y. Wu, X. Xu, and L. Zhang, “An Adaptive SubPixel Mapping Method Based on MAP Model and Class Determination Strategy for Hyperspectral Remote Sensing Imagery,” IEEE Transactions on Geoscience and Remote Sensing, vol. 53, no. 3, pp. 1411-1426, Mar. 2015. 

● Y. Zhong, J. Zhao, and L. Zhang, “A hybrid object-oriented conditional random field classification framework for high spatial resolution remote sensing imagery,” IEEE Transactions on Geoscience and Remote Sensing, vol. 52, no. 11, pp. 7023-7037, Nov. 2014. 

● Y. Zhong and L. Zhang, “Remote sensing image subpixel mapping based on adaptive differential evolution,” IEEE Transactions on Systems, Man, and Cybernetics Part B, vol. 42, no. 5, pp. 1306-1329, Oct. 2012. （ESI hot spot paper）

● Y. Zhong and L. Zhang, “An adaptive artificial immune network for supervised classification of multi-/hyperspectral remote sensing imagery,” IEEE Transactions on Geoscience and Remote Sensing, vol. 50, no. 3, pp. 894-909, Mar. 2012. 

● Y. Zhong, L. Zhang, B. Huang, and P. Li, “An unsupervised artificial immune classifier for multi/hyperspectral remote sensing imagery,” IEEE Transactions on Geoscience and Remote Sensing, vol. 44, no. 2, pp. 420-431, Feb. 2006.