Zhi He

Publication Activity (10 Years)

Years Active: 2006-2024
Publications (10 Years): 52

Top Topics

Satellite Imagery

Hyperspectral Image Classification

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Comput. Electron. Agric.

Publications

Chengle Zhou, Zhi He, Anjun Lou, Antonio Plaza
RGB-to-HSV: A Frequency-Spectrum Unfolding Network for Spectral Super-Resolution of RGB Videos. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Anjun Lou, Zhi He, Chengle Zhou, Guanglin Lai
Long-term series wetland classification of Guangdong-Hong Kong-Macao Greater Bay Area based on APSMnet. Int. J. Appl. Earth Obs. Geoinformation 128 (2024)
Junshen Luo, Zhi He, Haomei Lin, Heqian Wu
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification. IEEE Geosci. Remote. Sens. Lett. 21 (2024)
Hongliang Guo, Zhi He, Wenda Sheng, Zhiguang Cao, Yingjie Zhou, Weinan Gao
SEGAC: Sample Efficient Generalized Actor Critic for the Stochastic On-Time Arrival Problem. IEEE Trans. Intell. Transp. Syst. 25 (8) (2024)
Li Li, Zhi He, Kai Li, Xinting Ding, Hao Li, Weixin Gong, Yongjie Cui
Object detection and spatial positioning of kiwifruits in a wide-field complex environment. Comput. Electron. Agric. 223 (2024)
Yinchu Wang, Zhi He, Dandan Cao, Li Ma, Kai Li, Liangsheng Jia, Yongjie Cui
Coverage path planning for kiwifruit picking robots based on deep reinforcement learning. Comput. Electron. Agric. 205 (2023)
Zhi He, Dan He, Man Xiao, Anjun Lou, Guanglin Lai
Convolutional Transformer-Inspired Autoencoder for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Wei Hao, Xinting Ding, Zhi He, Kai Li, Weixin Gong, Zixu Li, Zhen Yang, Yongjie Cui
Development and evaluation of precision liquid pollinator for kiwifruit. Comput. Electron. Agric. 213 (2023)
Zeyu Yan, Yiming Zhao, Weisong Luo, Xinting Ding, Kai Li, Zhi He, Yinggang Shi, Yongjie Cui
Machine vision-based tomato plug tray missed seeding detection and empty cell replanting. Comput. Electron. Agric. 208 (2023)
Liangsheng Jia, Yinchu Wang, Li Ma, Zhi He, Zixu Li, Yongjie Cui
Integrated Positioning System of Kiwifruit Orchard Mobile Robot Based on UWB/LiDAR/ODOM. Sensors 23 (17) (2023)
Kai Li, Weixin Gong, Yinggang Shi, Li Li, Zhi He, Xinting Ding, Yinchu Wang, Li Ma, Wei Hao, Zhen Yang, Yongjie Cui
Predicting positions and orientations of individual kiwifruit flowers and clusters in natural environments. Comput. Electron. Agric. 211 (2023)
Zhi He, Dan He, Xiaofang Li, Rongning Qu
Blind Superresolution of Satellite Videos by Ghost Module-Based Convolutional Networks. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Kai Li, Yujia Huo, Yinan Liu, Yinggang Shi, Zhi He, Yongjie Cui
Design of a lightweight robotic arm for kiwifruit pollination. Comput. Electron. Agric. 198 (2022)
Wenbo Yu, Miao Zhang, Zhi He, Yi Shen
Convolutional Two-Stream Generative Adversarial Network-Based Hyperspectral Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Zhi He, Xiaofang Li, Rongning Qu
Video Satellite Imagery Super-Resolution via Model-Based Deep Neural Networks. Remote. Sens. 14 (3) (2022)
Yiwen Wang, Zhi He, Jie Hu
Traffic Information Mining From Social Media Based on the MC-LSTM-Conv Model. IEEE Trans. Intell. Transp. Syst. 23 (2) (2022)
Zhi He, Dan He, Xinyuan Li, Jiani Xu
Unsupervised Video Satellite Super-Resolution by Using Only a Single Video. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhi He, Jun Li, Lin Liu, Dan He, Man Xiao
Multiframe Video Satellite Image Super-Resolution via Attention-Based Residual Learning. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Hongliang Guo, Zhi He, Chen Gao, Daniela Rus
Navigation With Time Limits in Transportation Networks: A Fourth Moment Approach. IEEE Trans. Intell. Transp. Syst. 23 (12) (2022)
Man Xiao, Zhi He, Xinyuan Li, Anjun Lou
Power Transformations and Feature Alignment Guided Network for SAR Ship Detection. IEEE Geosci. Remote. Sens. Lett. 19 (2022)
Zhi He, Rui Wang, Wei Hua, Yuchi Huo
An Interactive Image-based Modeling System. CoRR (2022)
Yazhou Yuan, Xun Liu, Zhixin Liu, Zhi He, Zhezhuang Xu
Indoor Localization With Wireless Heterogeneous Devices by Composite Fingerprint Sets and Hybrid Classification. IEEE Trans. Veh. Technol. 71 (11) (2022)
Zhi He, Dan He
Bilinear Squeeze-and-Excitation Network for Fine-Grained Classification of Tree Species. IEEE Geosci. Remote. Sens. Lett. 18 (7) (2021)
Zhi He, Dan He
A Unified Network for Arbitrary Scale Super-Resolution of Video Satellite Images. IEEE Trans. Geosci. Remote. Sens. 59 (10) (2021)
Man Xiao, Zhi He, Jiemin Wu
PySRResNet: Super Resolution for Video Satellite Imagery via Pyramid Residual Network. IGARSS (2020)
Zhi He, Dan He
Spatial-Adaptive Siamese Residual Network for Multi-/Hyperspectral Classification. Remote. Sens. 12 (10) (2020)
Zhi He, Qian Shi, Kai Liu, Jingjing Cao, Wen Zhan, Beifen Cao
Object-Oriented Mangrove Species Classification Using Hyperspectral Data and 3-D Siamese Residual Network. IEEE Geosci. Remote. Sens. Lett. 17 (12) (2020)
Zhi He, Hao-Sheng Zeng
Enhancing entanglement of assistance using weak measurement and quantum measurement reversal in correlated amplitude damping channel. Quantum Inf. Process. 19 (9) (2020)
Jiemin Wu, Zhi He, Jie Hu
Sentinel-2 Sharpening via Parallel Residual Network. Remote. Sens. 12 (2) (2020)
Zhi He, Dan He, Xiangqin Mei, Saihan Hu
Wetland Classification Based on a New Efficient Generative Adversarial Network and Jilin-1 Satellite Image. Remote. Sens. 11 (20) (2019)
Jiemin Wu, Zhi He, Li Zhuo
Video Satellite Imagery Super-Resolution via a Deep Residual Network. IGARSS (2019)
Hao-Sheng Zeng, Yu-Kun Ren, Xiao-Lan Wang, Zhi He
Non-Markovian dynamics and quantum interference in open three-level quantum systems. Quantum Inf. Process. 18 (12) (2019)
Jie Hu, Zhi He, Jiemin Wu
Deep Self-Learning Network for Adaptive Pansharpening. Remote. Sens. 11 (20) (2019)
Jie Hu, Zhi He, Jun Li, Lin He, Yiwen Wang
3D-Gabor Inspired Multiview Active Learning for Spectral-Spatial Hyperspectral Image Classification. Remote. Sens. 10 (7) (2018)
Zhi He, Yiwen Wang, Jie Hu
Joint Sparse and Low-Rank Multitask Learning with Laplacian-Like Regularization for Hyperspectral Classification. Remote. Sens. 10 (2) (2018)
Zhi He, Jie Hu, Yiwen Wang
Low-rank tensor learning for classification of hyperspectral image with limited labeled samples. Signal Process. 145 (2018)
Zhi He, Lin Liu
Hyperspectral Image Super-Resolution Inspired by Deep Laplacian Pyramid Network. Remote. Sens. 10 (12) (2018)
Shengjie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification. IGARSS (2018)
Zhi He, Jun Li, Kai Liu, Lin Liu, Haiyan Tao
Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification. IEEE Trans. Geosci. Remote. Sens. 56 (7) (2018)
Jingjing Cao, Kai Liu, Lin Liu, Yuanhui Zhu, Jun Li, Zhi He
Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques. Remote. Sens. 10 (12) (2018)
Chuyin Deng, Liyan Li, Zhi He, Jun Li, Yuanhui Zhu
Monte Carlo Non-Local Means Method for Hyperspectral Image Denoising. IGARSS (2018)
Jingjing Cao, Wanchun Leng, Kai Liu, Lin Liu, Zhi He, Yuanhui Zhu
Object-Based Mangrove Species Classification Using Unmanned Aerial Vehicle Hyperspectral Images and Digital Surface Models. Remote. Sens. 10 (1) (2018)
Jun Li, Zhi He, Javier Plaza, Shutao Li, Jinfen Chen, Henglin Wu, Yandong Wang, Yu Liu
Social Media: New Perspectives to Improve Remote Sensing for Emergency Response. Proc. IEEE 105 (10) (2017)
Yuanhui Zhu, Kai Liu, Lin Liu, Soe W. Myint, Shugong Wang, Hongxing Liu, Zhi He
Exploring the Potential of WorldView-2 Red-Edge Band-Based Vegetation Indices for Estimation of Mangrove Leaf Area Index with Machine Learning Algorithms. Remote. Sens. 9 (10) (2017)
Zhi He, Jun Li, Lin Liu, Yi Shen
Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters. Signal Process. 131 (2017)
Zhi He, Han Liu, Yiwen Wang, Jie Hu
Generative Adversarial Networks-Based Semi-Supervised Learning for Hyperspectral Image Classification. Remote. Sens. 9 (10) (2017)
Zhi He, Jun Li, Lin Liu
Hyperspectral classification based on kernel low-rank multitask learning. IGARSS (2017)
Zhi He, Lin Liu, Suhong Zhou, Yi Shen
Learning group-based sparse and low-rank representation for hyperspectral image classification. Pattern Recognit. 60 (2016)
Zhi He, Wei Zhou, Jun Li, Lin Liu
Multi-way projections-based reconstruction for hyperspectral image denoising. IGARSS (2016)
Zhi He, Lin Liu, Ruru Deng, Yi Shen
Low-rank group inspired dictionary learning for hyperspectral image classification. Signal Process. 120 (2016)
Zhi He, Jun Li, Lin Liu, Kai Liu, Li Zhuo
Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral Images for Class-Oriented Multitask Learning. IEEE Trans. Geosci. Remote. Sens. 54 (11) (2016)
Zhi He, Jun Li, Lin Liu
Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification. Remote. Sens. 8 (8) (2016)
Zhi He, Junbao Li
Multiple data-dependent kernel for classification of hyperspectral images. Expert Syst. Appl. 42 (3) (2015)
Zhi He, Yi Shen, Junbao Li, Yan Wang
Regularized multivariable grey model for stable grey coefficients estimation. Expert Syst. Appl. 42 (4) (2015)
Zhi He, Lin Liu, Yuanhui Zhu, Suhong Zhou
Anisotropically foveated nonlocal weights for joint sparse representation-based hyperspectral classification. WHISPERS (2015)
Zhi He, Yi Shen, Qiang Wang, Yan Wang
Optimized Ensemble EMD-Based Spectral Features for Hyperspectral Image Classification. IEEE Trans. Instrum. Meas. 63 (5) (2014)
Zhi He, Yue Shen, Miao Zhang, Qiang Wang, Yan Wang, Renlong Yu
Spectral-spatial hyperspectral image classification via SVM and superpixel segmentation. I2MTC (2014)
Zhi He, Miao Zhang, Yi Shen, Qiang Wang, Yan Wang, Renlong Yu
Hyperspectral image classification with multivariate empirical mode decomposition-based features. I2MTC (2014)
Zhi He, Qiang Wang, Yi Shen, Mingjian Sun
Kernel Sparse Multitask Learning for Hyperspectral Image Classification With Empirical Mode Decomposition and Morphological Wavelet-Based Features. IEEE Trans. Geosci. Remote. Sens. 52 (8) (2014)
Yue Shen, Hongqi Feng, Qiang Wang, Yipeng Liu, Zhi He
QWT enhanced SVM for Hyperspectral image classification. I2MTC (2014)
Zhi He, Qiang Wang, Yi Shen, Jing Jin, Yan Wang
Multivariate Gray Model-Based BEMD for Hyperspectral Image Classification. IEEE Trans. Instrum. Meas. 62 (5) (2013)
Zhi He, Qiang Wang, Yi Shen, Yan Wang
Discrete multivariate gray model based boundary extension for bi-dimensional empirical mode decomposition. Signal Process. 93 (1) (2013)
Yi Shen, Zhi He, Xiaoshuai Li, Qiang Wang, Miao Zhang, Yan Wang
An optimization-based ensemble EMD for classification of hyperspectral images. I2MTC (2013)
Zhi He, Yi Shen, Qiang Wang, Yan Wang
End Effects Mitigation for Empirical Mode Decomposition with nonlinear Gray Model. Adv. Data Sci. Adapt. Anal. 4 (1-2) (2012)
Zhi He, Yi Shen, Qiang Wang
Boundary extension for Hilbert-Huang transform inspired by gray prediction model. Signal Process. 92 (3) (2012)
Zhi He, Shengfeng Tian, Houkuan Huang
OMVD: An Optimization of MVD. ADMA (2006)