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Zhi He
Zhi He
Verified email at mail.sysu.edu.cn
Title
Cited by
Cited by
Year
Object-based mangrove species classification using unmanned aerial vehicle hyperspectral images and digital surface models
J Cao, W Leng, K Liu, L Liu, Z He, Y Zhu
Remote Sensing 10 (1), 89, 2018
3482018
Generative adversarial networks-based semi-supervised learning for hyperspectral image classification
Z He, H Liu, Y Wang, J Hu
Remote Sensing 9 (10), 1042, 2017
2072017
Exploring the potential of worldview-2 red-edge band-based vegetation indices for estimation of mangrove leaf area index with machine learning algorithms
Y Zhu, K Liu, L Liu, SW Myint, S Wang, H Liu, Z He
Remote Sensing 9 (10), 1060, 2017
1422017
Social media: New perspectives to improve remote sensing for emergency response
J Li, Z He, J Plaza, S Li, J Chen, H Wu, Y Wang, Y Liu
Proceedings of the IEEE 105 (10), 1900-1912, 2017
922017
Boundary extension for Hilbert–Huang transform inspired by gray prediction model
Z He, Y Shen, Q Wang
Signal Processing 92 (3), 685-697, 2012
742012
Identifying mangrove species using field close-range snapshot hyperspectral imaging and machine-learning techniques
J Cao, K Liu, L Liu, Y Zhu, J Li, Z He
Remote Sensing 10 (12), 2047, 2018
702018
Low-rank group inspired dictionary learning for hyperspectral image classification
Z He, L Liu, R Deng, Y Shen
Signal Processing 120, 209-221, 2016
562016
Kernel sparse multitask learning for hyperspectral image classification with empirical mode decomposition and morphological wavelet-based features
Z He, Q Wang, Y Shen, M Sun
IEEE transactions on geoscience and remote sensing 52 (8), 5150-5163, 2013
532013
Multivariate gray model-based BEMD for hyperspectral image classification
Z He, Q Wang, Y Shen, J Jin, Y Wang
IEEE Transactions on Instrumentation and Measurement 62 (5), 889-904, 2013
532013
Regularized multivariable grey model for stable grey coefficients estimation
Z He, Y Shen, J Li, Y Wang
Expert Systems with Applications 42 (4), 1806-1815, 2015
492015
Optimized ensemble EMD-based spectral features for hyperspectral image classification
Z He, Y Shen, Q Wang, Y Wang
IEEE Transactions on Instrumentation and Measurement 63 (5), 1041-1056, 2014
392014
RGB-to-HSV: A frequency-spectrum unfolding network for spectral super-resolution of RGB videos
C Zhou, Z He, A Lou, A Plaza
IEEE Transactions on Geoscience and Remote Sensing 62, 1-18, 2024
362024
Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters
Z He, J Li, L Liu, Y Shen
Signal Processing 131, 307-319, 2017
352017
Multiframe video satellite image super-resolution via attention-based residual learning
Z He, J Li, L Liu, D He, M Xiao
IEEE Transactions on Geoscience and Remote Sensing 60, 1-15, 2021
342021
Low-rank tensor learning for classification of hyperspectral image with limited labeled samples
Z He, J Hu, Y Wang
Signal Processing 145, 12-25, 2018
322018
Object-oriented mangrove species classification using hyperspectral data and 3-D Siamese residual network
Z He, Q Shi, K Liu, J Cao, W Zhan, B Cao
IEEE Geoscience and Remote Sensing Letters 17 (12), 2150-2154, 2020
312020
Learning group-based sparse and low-rank representation for hyperspectral image classification
Z He, L Liu, S Zhou, Y Shen
Pattern Recognition 60, 1041-1056, 2016
312016
Spectral-spatial hyperspectral image classification via SVM and superpixel segmentation
Z He, Y Shen, M Zhang, Q Wang, Y Wang, R Yu
2014 IEEE International Instrumentation and Measurement Technology …, 2014
312014
Hyperspectral image super-resolution inspired by deep Laplacian pyramid network
Z He, L Liu
Remote Sensing 10 (12), 1939, 2018
302018
Kernel low-rank multitask learning in variational mode decomposition domain for multi-/hyperspectral classification
Z He, J Li, K Liu, L Liu, H Tao
IEEE Transactions on Geoscience and Remote Sensing 56 (7), 4193-4208, 2018
292018
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