OMVD: An Optimization of MVD. - Zhi He; Shengfeng Tian; Houkuan Huang (ADMA, 2006)

End Effects Mitigation for Empirical Mode Decomposition with nonlinear Gray Model. - Zhi He; Yi Shen 001; Qiang Wang 001; Yan Wang 047 (Adv. Data Sci. Adapt. Anal., 2012)

Boundary extension for Hilbert-Huang transform inspired by gray prediction model. - Zhi He; Yi Shen 001; Qiang Wang 001 (Signal Process., 2012)

An optimization-based ensemble EMD for classification of hyperspectral images. - Yi Shen 001; Zhi He; Xiaoshuai Li; Qiang Wang 001; Miao Zhang 001; Yan Wang 047 (I2MTC, 2013)

Discrete multivariate gray model based boundary extension for bi-dimensional empirical mode decomposition. - Zhi He; Qiang Wang 001; Yi Shen 001; Yan Wang 047 (Signal Process., 2013)

Multivariate Gray Model-Based BEMD for Hyperspectral Image Classification. - Zhi He; Qiang Wang 001; Yi Shen 001; Jing Jin 003; Yan Wang 047 (IEEE Trans. Instrum. Meas., 2013)

Spectral-spatial hyperspectral image classification via SVM and superpixel segmentation. - Zhi He; Yue Shen; Miao Zhang 001; Qiang Wang 001; Yan Wang 047; Renlong Yu (I2MTC, 2014)

Hyperspectral image classification with multivariate empirical mode decomposition-based features. - Zhi He; Miao Zhang 001; Yi Shen 001; Qiang Wang 001; Yan Wang 047; Renlong Yu (I2MTC, 2014)

QWT enhanced SVM for Hyperspectral image classification. - Yue Shen; Hongqi Feng; Qiang Wang 001; Yipeng Liu; Zhi He (I2MTC, 2014)

Kernel Sparse Multitask Learning for Hyperspectral Image Classification With Empirical Mode Decomposition and Morphological Wavelet-Based Features. - Zhi He; Qiang Wang 001; Yi Shen 001; Mingjian Sun (IEEE Trans. Geosci. Remote. Sens., 2014)

Optimized Ensemble EMD-Based Spectral Features for Hyperspectral Image Classification. - Zhi He; Yi Shen 001; Qiang Wang 001; Yan Wang 047 (IEEE Trans. Instrum. Meas., 2014)

Anisotropically foveated nonlocal weights for joint sparse representation-based hyperspectral classification. - Zhi He; Lin Liu 005; Yuanhui Zhu; Suhong Zhou (WHISPERS, 2015)

Multiple data-dependent kernel for classification of hyperspectral images. - Zhi He; Junbao Li (Expert Syst. Appl., 2015)

Regularized multivariable grey model for stable grey coefficients estimation. - Zhi He; Yi Shen 001; Junbao Li; Yan Wang 047 (Expert Syst. Appl., 2015)

Multi-way projections-based reconstruction for hyperspectral image denoising. - Zhi He; Wei Zhou; Jun Li 009; Lin Liu 005 (IGARSS, 2016)

Learning group-based sparse and low-rank representation for hyperspectral image classification. - Zhi He; Lin Liu 005; Suhong Zhou; Yi Shen 001 (Pattern Recognit., 2016)

Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification. - Zhi He; Jun Li 009; Lin Liu 005 (Remote. Sens., 2016)

Low-rank group inspired dictionary learning for hyperspectral image classification. - Zhi He; Lin Liu 005; Ruru Deng; Yi Shen 001 (Signal Process., 2016)

Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral Images for Class-Oriented Multitask Learning. - Zhi He; Jun Li 009; Lin Liu 005; Kai Liu 003; Li Zhuo 002 (IEEE Trans. Geosci. Remote. Sens., 2016)

Hyperspectral classification based on kernel low-rank multitask learning. - Zhi He; Jun Li 009; Lin Liu 005 (IGARSS, 2017)

Social Media: New Perspectives to Improve Remote Sensing for Emergency Response. - Jun Li 009; Zhi He; Javier Plaza; Shutao Li; Jinfen Chen; Henglin Wu; Yandong Wang; Yu Liu (Proc. IEEE, 2017)

Generative Adversarial Networks-Based Semi-Supervised Learning for Hyperspectral Image Classification. - Zhi He; Han Liu 005; Yiwen Wang; Jie Hu 012 (Remote. Sens., 2017)

Exploring the Potential of WorldView-2 Red-Edge Band-Based Vegetation Indices for Estimation of Mangrove Leaf Area Index with Machine Learning Algorithms. - Yuanhui Zhu; Kai Liu 003; Lin Liu 005; Soe W. Myint; Shugong Wang; Hongxing Liu; Zhi He (Remote. Sens., 2017)

Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters. - Zhi He; Jun Li 009; Lin Liu 005; Yi Shen 001 (Signal Process., 2017)

Monte Carlo Non-Local Means Method for Hyperspectral Image Denoising. - Chuyin Deng; Liyan Li; Zhi He; Jun Li 009; Yuanhui Zhu (IGARSS, 2018)

Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification. - Shengjie Liu 001; Haowen Luo; Ying Tu; Zhi He; Jun Li 009 (IGARSS, 2018)

Object-Based Mangrove Species Classification Using Unmanned Aerial Vehicle Hyperspectral Images and Digital Surface Models. - Jingjing Cao; Wanchun Leng; Kai Liu 003; Lin Liu 005; Zhi He; Yuanhui Zhu (Remote. Sens., 2018)

Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques. - Jingjing Cao; Kai Liu 003; Lin Liu 005; Yuanhui Zhu; Jun Li 009; Zhi He (Remote. Sens., 2018)

Hyperspectral Image Super-Resolution Inspired by Deep Laplacian Pyramid Network. - Zhi He; Lin Liu 005 (Remote. Sens., 2018)

Joint Sparse and Low-Rank Multitask Learning with Laplacian-Like Regularization for Hyperspectral Classification. - Zhi He; Yiwen Wang; Jie Hu 012 (Remote. Sens., 2018)

3D-Gabor Inspired Multiview Active Learning for Spectral-Spatial Hyperspectral Image Classification. - Jie Hu 001; Zhi He; Jun Li 009; Lin He 001; Yiwen Wang (Remote. Sens., 2018)

Low-rank tensor learning for classification of hyperspectral image with limited labeled samples. - Zhi He; Jie Hu 012; Yiwen Wang (Signal Process., 2018)

Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification. - Zhi He; Jun Li 009; Kai Liu 003; Lin Liu 005; Haiyan Tao (IEEE Trans. Geosci. Remote. Sens., 2018)

Video Satellite Imagery Super-Resolution via a Deep Residual Network. - Jiemin Wu; Zhi He; Li Zhuo 002 (IGARSS, 2019)

Non-Markovian dynamics and quantum interference in open three-level quantum systems. - Hao-Sheng Zeng; Yu-Kun Ren; Xiao-Lan Wang 008; Zhi He (Quantum Inf. Process., 2019)

Wetland Classification Based on a New Efficient Generative Adversarial Network and Jilin-1 Satellite Image. - Zhi He; Dan He; Xiangqin Mei; Saihan Hu (Remote. Sens., 2019)

Deep Self-Learning Network for Adaptive Pansharpening. - Jie Hu; Zhi He; Jiemin Wu (Remote. Sens., 2019)

PySRResNet: Super Resolution for Video Satellite Imagery via Pyramid Residual Network. - Man Xiao; Zhi He; Jiemin Wu (IGARSS, 2020)

Object-Oriented Mangrove Species Classification Using Hyperspectral Data and 3-D Siamese Residual Network. - Zhi He; Qian Shi 001; Kai Liu 003; Jingjing Cao; Wen Zhan; Beifen Cao (IEEE Geosci. Remote. Sens. Lett., 2020)

Enhancing entanglement of assistance using weak measurement and quantum measurement reversal in correlated amplitude damping channel. - Zhi He; Hao-Sheng Zeng (Quantum Inf. Process., 2020)

Spatial-Adaptive Siamese Residual Network for Multi-/Hyperspectral Classification. - Zhi He; Dan He (Remote. Sens., 2020)

Sentinel-2 Sharpening via Parallel Residual Network. - Jiemin Wu; Zhi He; Jie Hu (Remote. Sens., 2020)

Bilinear Squeeze-and-Excitation Network for Fine-Grained Classification of Tree Species. - Zhi He; Dan He (IEEE Geosci. Remote. Sens. Lett., 2021)

A Unified Network for Arbitrary Scale Super-Resolution of Video Satellite Images. - Zhi He; Dan He (IEEE Trans. Geosci. Remote. Sens., 2021)

Design of a lightweight robotic arm for kiwifruit pollination. - Kai Li; Yujia Huo; Yinan Liu; Yinggang Shi; Zhi He; Yongjie Cui (Comput. Electron. Agric., 2022)

An Interactive Image-based Modeling System. - Zhi He; Rui Wang 004; Wei Hua 002; Yuchi Huo (CoRR, 2022)

Unsupervised Video Satellite Super-Resolution by Using Only a Single Video. - Zhi He; Dan He; Xinyuan Li; Jiani Xu (IEEE Geosci. Remote. Sens. Lett., 2022)

Power Transformations and Feature Alignment Guided Network for SAR Ship Detection. - Man Xiao; Zhi He; Xinyuan Li; Anjun Lou (IEEE Geosci. Remote. Sens. Lett., 2022)

Video Satellite Imagery Super-Resolution via Model-Based Deep Neural Networks. - Zhi He; Xiaofang Li; Rongning Qu (Remote. Sens., 2022)

Multiframe Video Satellite Image Super-Resolution via Attention-Based Residual Learning. - Zhi He; Jun Li 009; Lin Liu 005; Dan He; Man Xiao (IEEE Trans. Geosci. Remote. Sens., 2022)

Convolutional Two-Stream Generative Adversarial Network-Based Hyperspectral Feature Extraction. - Wenbo Yu 001; Miao Zhang 001; Zhi He; Yi Shen 001 (IEEE Trans. Geosci. Remote. Sens., 2022)

Navigation With Time Limits in Transportation Networks: A Fourth Moment Approach. - Hongliang Guo; Zhi He; Chen Gao 009; Daniela Rus (IEEE Trans. Intell. Transp. Syst., 2022)

Traffic Information Mining From Social Media Based on the MC-LSTM-Conv Model. - Yiwen Wang; Zhi He; Jie Hu (IEEE Trans. Intell. Transp. Syst., 2022)

Indoor Localization With Wireless Heterogeneous Devices by Composite Fingerprint Sets and Hybrid Classification. - Yazhou Yuan; Xun Liu; Zhixin Liu 001; Zhi He; Zhezhuang Xu (IEEE Trans. Veh. Technol., 2022)

Convolutional Transformer-Inspired Autoencoder for Hyperspectral Anomaly Detection. - Zhi He; Dan He; Man Xiao; Anjun Lou; Guanglin Lai (IEEE Geosci. Remote. Sens. Lett., 2023)

Blind Superresolution of Satellite Videos by Ghost Module-Based Convolutional Networks. - Zhi He; Dan He; Xiaofang Li; Rongning Qu (IEEE Trans. Geosci. Remote. Sens., 2023)

Coverage path planning for kiwifruit picking robots based on deep reinforcement learning. - Yinchu Wang; Zhi He; Dandan Cao; Li Ma; Kai Li; Liangsheng Jia; Yongjie Cui (Comput. Electron. Agric., 2023)

Machine vision-based tomato plug tray missed seeding detection and empty cell replanting. - Zeyu Yan; Yiming Zhao; Weisong Luo; Xinting Ding; Kai Li; Zhi He; Yinggang Shi; Yongjie Cui (Comput. Electron. Agric., 2023)

Predicting positions and orientations of individual kiwifruit flowers and clusters in natural environments. - Kai Li; Weixin Gong; Yinggang Shi; Li Li; Zhi He; Xinting Ding; Yinchu Wang; Li Ma; Wei Hao; Zhen Yang; Yongjie Cui (Comput. Electron. Agric., 2023)

Integrated Positioning System of Kiwifruit Orchard Mobile Robot Based on UWB/LiDAR/ODOM. - Liangsheng Jia; Yinchu Wang; Li Ma; Zhi He; Zixu Li; Yongjie Cui (Sensors, 2023)

Development and evaluation of precision liquid pollinator for kiwifruit. - Wei Hao; Xinting Ding; Zhi He; Kai Li; Weixin Gong; Zixu Li; Zhen Yang; Yongjie Cui (Comput. Electron. Agric., 2023)

Long-term series wetland classification of Guangdong-Hong Kong-Macao Greater Bay Area based on APSMnet. - Anjun Lou; Zhi He; Chengle Zhou; Guanglin Lai (Int. J. Appl. Earth Obs. Geoinformation, 2024)

Development of a universal plug tray seeder for small seeds based on electrostatic adsorption. - Xinting Ding; Wei Hao; Kui Liu; Binbin Wang; Zhi He; Weixin Li; Yongjie Cui; Qichang Yang (Comput. Electron. Agric., 2024)

Object detection and spatial positioning of kiwifruits in a wide-field complex environment. - Li Li; Zhi He; Kai Li; Xinting Ding; Hao Li; Weixin Gong; Yongjie Cui (Comput. Electron. Agric., 2024)

Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification. - Junshen Luo; Zhi He; Haomei Lin; Heqian Wu (IEEE Geosci. Remote. Sens. Lett., 2024)

Significant Wave Height Retrieval in Tropical Cyclone Conditions Using CYGNSS Data. - Xiangyang Han; Xianwei Wang; Zhi He; Jinhua Wu (Remote. Sens., 2024)

RGB-to-HSV: A Frequency-Spectrum Unfolding Network for Spectral Super-Resolution of RGB Videos. - Chengle Zhou; Zhi He; Anjun Lou; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2024)

An overview of large AI models and their applications. - Xiaoguang Tu; Zhi He; Yi Huang 025; Zhi-Hao Zhang; Ming Yang; Jian Zhao 006 (Vis. Intell., 2024)

SEGAC: Sample Efficient Generalized Actor Critic for the Stochastic On-Time Arrival Problem. - Hongliang Guo; Zhi He; Wenda Sheng; Zhiguang Cao; Yingjie Zhou 001; Weinan Gao (IEEE Trans. Intell. Transp. Syst., 2024)

Multi-class multi-label classification of social media texts for typhoon damage assessment: a two-stage model fully integrating the outputs of the hidden layers of BERT. - Liwei Zou; Zhi He; Chengle Zhou; Wenbing Zhu (Int. J. Digit. Earth, 2024)

Research on the mechanized harvesting strategy for clustered kiwi fruits based on deep reinforcement learning. - Hao Li; Zhi He; Yinchu Wang; Xinting Ding; Yongjie Cui (Comput. Electron. Agric., 2025)

Kiwifruit segmentation and identification of picking point on its stem in orchards. - Li Li; Kai Li; Zhi He; Hao Li; Yongjie Cui (Comput. Electron. Agric., 2025)

Learn Discriminative Features for Small Object Detection through Multi-Scale Image Degradation with Contrastive Learning. - Xiaoguang Tu; Zhi He; Gui Fu; Jianhua Liu; Mian Zhong; Chao Zhou; Xia Lei; Juhang Yin; Yi Huang; Yu Wang (IEICE Trans. Inf. Syst., 2025)

Erratum: Learn Discriminative Features for Small Object Detection through Multi-Scale Image Degradation with Contrastive Learning [IEICE Transactions on Information and Systems Vol. E108.D (2025), No. 4 pp.371-383]. - Xiaoguang Tu; Zhi He; Gui Fu; Jianhua Liu; Mian Zhong; Chao Zhou; Xia Lei; Juhang Yin; Yi Huang; Yu Wang (IEICE Trans. Inf. Syst., 2025)

HSACT: A hierarchical semantic-aware CNN-Transformer for remote sensing image spectral super-resolution. - Chengle Zhou; Zhi He; Liwei Zou; Yunfei Li 006; Antonio Plaza (Neurocomputing, 2025)

Hardness-Aware Prototypical Contrastive Learning for Hyperspectral Coastal Wetlands Classification. - Jian Dong; Zhi He; Chengle Zhou (IEEE Geosci. Remote. Sens. Lett., 2025)

Wavelet-Inspired Sparse Learning Network for Hyperspectral Image Change Detection. - Chengle Zhou; Zhi He; Jian Dong; Liwei Zou (IEEE Geosci. Remote. Sens. Lett., 2025)

Coastal Wetlands Classification and Carbon Storage Estimation: A Case Study of the Region Surrounding the South China Sea. - Guanglin Lai; Zhi He; Chengle Zhou; Youwei Wang (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

A Selective Semantic Transformer for Spectral Super-Resolution of Multispectral Imagery. - Chengle Zhou; Zhi He; Guanglin Lai; Antonio Plaza (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2025)

Hierarchical and Bidirectional Contrastive Learning for Hyperspectral Image Classification. - Jian Dong; Miaomiao Liang; Zhi He; Chengle Zhou (IEEE Trans. Geosci. Remote. Sens., 2025)

Low-Rank and Sparse Representation Meet Deep Unfolding: A New Interpretable Network for Hyperspectral Change Detection. - Chengle Zhou; Zhi He; Jian Dong; Yunfei Li 006; Jinchang Ren; Antonio Plaza (IEEE Trans. Geosci. Remote. Sens., 2025)