Zhi He

85 papers C 7Journal 73Unranked 5
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Selective Semantic Transformer for Spectral Super-Resolution of Multispectral Imagery.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Chengle Zhou, Zhi He, Guanglin Lai, Antonio Plaza
2025 J jnl
Coastal Wetlands Classification and Carbon Storage Estimation: A Case Study of the Region Surrounding the South China Sea.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Guanglin Lai, Zhi He, Chengle Zhou, Youwei Wang
2025 J jnl
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].
IEICE Trans. Inf. Syst.
Xiaoguang Tu, Zhi He, Gui Fu, Jianhua Liu, Mian Zhong, Chao Zhou, Xia Lei, Juhang Yin, Yi Huang, Yu Wang
2025 J jnl
HSACT: A hierarchical semantic-aware CNN-Transformer for remote sensing image spectral super-resolution.
Neurocomputing
Chengle Zhou, Zhi He, Liwei Zou, Yunfei Li, Antonio Plaza
2025 J jnl
Hardness-Aware Prototypical Contrastive Learning for Hyperspectral Coastal Wetlands Classification.
IEEE Geosci. Remote. Sens. Lett.
Jian Dong, Zhi He, Chengle Zhou
2025 J jnl
Hierarchical and Bidirectional Contrastive Learning for Hyperspectral Image Classification.
IEEE Trans. Geosci. Remote. Sens.
Jian Dong, Miaomiao Liang, Zhi He, Chengle Zhou
2025 J jnl
Kiwifruit segmentation and identification of picking point on its stem in orchards.
Comput. Electron. Agric.
Li Li, Kai Li, Zhi He, Hao Li, Yongjie Cui
2025 J jnl
Learn Discriminative Features for Small Object Detection through Multi-Scale Image Degradation with Contrastive Learning.
IEICE Trans. Inf. Syst.
Xiaoguang Tu, Zhi He, Gui Fu, Jianhua Liu, Mian Zhong, Chao Zhou, Xia Lei, Juhang Yin, Yi Huang, Yu Wang
2025 J jnl
Low-Rank and Sparse Representation Meet Deep Unfolding: A New Interpretable Network for Hyperspectral Change Detection.
IEEE Trans. Geosci. Remote. Sens.
Chengle Zhou, Zhi He, Jian Dong, Yunfei Li, Jinchang Ren, Antonio Plaza
2025 J jnl
Performance analysis on root-soil separation of Panax notoginseng using DEM-CFD method and air-jet system.
Comput. Electron. Agric.
Chenglin Wang, Pengfei Li, Zedong Zhao, Weiyu Pan, Qiyu Han, Zhi He, Maoling Yang, Zhaoguo Zhang
2025 J jnl
Research on the mechanized harvesting strategy for clustered kiwi fruits based on deep reinforcement learning.
Comput. Electron. Agric.
Hao Li, Zhi He, Yinchu Wang, Xinting Ding, Yongjie Cui
2025 J jnl
Siamese text classification network (SiamTCN) for multi-class multi-label information extraction of typhoon disasters from social media data.
Int. J. Digit. Earth
Zhi He, Chengle Zhou, Liwei Zou, Suhong Zhou, Xueqiang Zhao
2025 J jnl
Spatial Structural Priors for Sparse Unmixing of Remotely Sensed Hyperspectral Images.
IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.
Shaoquan Zhang, Jiajun Zheng, Yuyang Liu, Fan Li, Chengzhi Deng, Antonio Plaza, Lianhui Liang, Zhi He, Shengqian Wang
2025 J jnl
Spatiotemporal Typhoon Damage Assessment: A Multi-Task Learning Method for Location Extraction and Damage Identification from Social Media Texts.
ISPRS Int. J. Geo Inf.
Liwei Zou, Zhi He, Xianwei Wang, Yutian Liang
2025 J jnl
Wavelet-Inspired Sparse Learning Network for Hyperspectral Image Change Detection.
IEEE Geosci. Remote. Sens. Lett.
Chengle Zhou, Zhi He, Jian Dong, Liwei Zou
2024 J jnl
An overview of large AI models and their applications.
Vis. Intell.
Xiaoguang Tu, Zhi He, Yi Huang, Zhi-Hao Zhang, Ming Yang, Jian Zhao
2024 J jnl
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification.
IEEE Geosci. Remote. Sens. Lett.
Junshen Luo, Zhi He, Haomei Lin, Heqian Wu
2024 J jnl
Development of a universal plug tray seeder for small seeds based on electrostatic adsorption.
Comput. Electron. Agric.
Xinting Ding, Wei Hao, Kui Liu, Binbin Wang, Zhi He, Weixin Li, Yongjie Cui, Qichang Yang
2024 J jnl
Long-term series wetland classification of Guangdong-Hong Kong-Macao Greater Bay Area based on APSMnet.
Int. J. Appl. Earth Obs. Geoinformation
Anjun Lou, Zhi He, Chengle Zhou, Guanglin Lai
2024 J jnl
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.
Int. J. Digit. Earth
Liwei Zou, Zhi He, Chengle Zhou, Wenbing Zhu
2024 J jnl
Object detection and spatial positioning of kiwifruits in a wide-field complex environment.
Comput. Electron. Agric.
Li Li, Zhi He, Kai Li, Xinting Ding, Hao Li, Weixin Gong, Yongjie Cui
2024 J jnl
RGB-to-HSV: A Frequency-Spectrum Unfolding Network for Spectral Super-Resolution of RGB Videos.
IEEE Trans. Geosci. Remote. Sens.
Chengle Zhou, Zhi He, Anjun Lou, Antonio Plaza
2024 J jnl
SEGAC: Sample Efficient Generalized Actor Critic for the Stochastic On-Time Arrival Problem.
IEEE Trans. Intell. Transp. Syst.
Hongliang Guo, Zhi He, Wenda Sheng, Zhiguang Cao, Yingjie Zhou, Weinan Gao
2024 J jnl
Significant Wave Height Retrieval in Tropical Cyclone Conditions Using CYGNSS Data.
Remote. Sens.
Xiangyang Han, Xianwei Wang, Zhi He, Jinhua Wu
2023 J jnl
Blind Superresolution of Satellite Videos by Ghost Module-Based Convolutional Networks.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Dan He, Xiaofang Li, Rongning Qu
2023 J jnl
Convolutional Transformer-Inspired Autoencoder for Hyperspectral Anomaly Detection.
IEEE Geosci. Remote. Sens. Lett.
Zhi He, Dan He, Man Xiao, Anjun Lou, Guanglin Lai
2023 J jnl
Coverage path planning for kiwifruit picking robots based on deep reinforcement learning.
Comput. Electron. Agric.
Yinchu Wang, Zhi He, Dandan Cao, Li Ma, Kai Li, Liangsheng Jia, Yongjie Cui
2023 J jnl
Development and evaluation of precision liquid pollinator for kiwifruit.
Comput. Electron. Agric.
Wei Hao, Xinting Ding, Zhi He, Kai Li, Weixin Gong, Zixu Li, Zhen Yang, Yongjie Cui
2023 J jnl
Integrated Positioning System of Kiwifruit Orchard Mobile Robot Based on UWB/LiDAR/ODOM.
Sensors
Liangsheng Jia, Yinchu Wang, Li Ma, Zhi He, Zixu Li, Yongjie Cui
2023 J jnl
Machine vision-based tomato plug tray missed seeding detection and empty cell replanting.
Comput. Electron. Agric.
Zeyu Yan, Yiming Zhao, Weisong Luo, Xinting Ding, Kai Li, Zhi He, Yinggang Shi, Yongjie Cui
2023 J jnl
Predicting positions and orientations of individual kiwifruit flowers and clusters in natural environments.
Comput. Electron. Agric.
Kai Li, Weixin Gong, Yinggang Shi, Li Li, Zhi He, Xinting Ding, Yinchu Wang, Li Ma, Wei Hao, Zhen Yang, Yongjie Cui
2022 J jnl
An Interactive Image-based Modeling System.
CoRR
Zhi He, Rui Wang, Wei Hua, Yuchi Huo
2022 J jnl
Convolutional Two-Stream Generative Adversarial Network-Based Hyperspectral Feature Extraction.
IEEE Trans. Geosci. Remote. Sens.
Wenbo Yu, Miao Zhang, Zhi He, Yi Shen
2022 J jnl
Design of a lightweight robotic arm for kiwifruit pollination.
Comput. Electron. Agric.
Kai Li, Yujia Huo, Yinan Liu, Yinggang Shi, Zhi He, Yongjie Cui
2022 J jnl
Indoor Localization With Wireless Heterogeneous Devices by Composite Fingerprint Sets and Hybrid Classification.
IEEE Trans. Veh. Technol.
Yazhou Yuan, Xun Liu, Zhixin Liu, Zhi He, Zhezhuang Xu
2022 J jnl
Multiframe Video Satellite Image Super-Resolution via Attention-Based Residual Learning.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Jun Li, Lin Liu, Dan He, Man Xiao
2022 J jnl
Navigation With Time Limits in Transportation Networks: A Fourth Moment Approach.
IEEE Trans. Intell. Transp. Syst.
Hongliang Guo, Zhi He, Chen Gao, Daniela Rus
2022 J jnl
Power Transformations and Feature Alignment Guided Network for SAR Ship Detection.
IEEE Geosci. Remote. Sens. Lett.
Man Xiao, Zhi He, Xinyuan Li, Anjun Lou
2022 J jnl
Traffic Information Mining From Social Media Based on the MC-LSTM-Conv Model.
IEEE Trans. Intell. Transp. Syst.
Yiwen Wang, Zhi He, Jie Hu
2022 J jnl
Unsupervised Video Satellite Super-Resolution by Using Only a Single Video.
IEEE Geosci. Remote. Sens. Lett.
Zhi He, Dan He, Xinyuan Li, Jiani Xu
2022 J jnl
Video Satellite Imagery Super-Resolution via Model-Based Deep Neural Networks.
Remote. Sens.
Zhi He, Xiaofang Li, Rongning Qu
2021 J jnl
A Unified Network for Arbitrary Scale Super-Resolution of Video Satellite Images.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Dan He
2021 J jnl
Bilinear Squeeze-and-Excitation Network for Fine-Grained Classification of Tree Species.
IEEE Geosci. Remote. Sens. Lett.
Zhi He, Dan He
2020 J jnl
Enhancing entanglement of assistance using weak measurement and quantum measurement reversal in correlated amplitude damping channel.
Quantum Inf. Process.
Zhi He, Hao-Sheng Zeng
2020 J jnl
Object-Oriented Mangrove Species Classification Using Hyperspectral Data and 3-D Siamese Residual Network.
IEEE Geosci. Remote. Sens. Lett.
Zhi He, Qian Shi, Kai Liu, Jingjing Cao, Wen Zhan, Beifen Cao
2020 C conf
PySRResNet: Super Resolution for Video Satellite Imagery via Pyramid Residual Network.
IGARSS
Man Xiao, Zhi He, Jiemin Wu
2020 J jnl
Sentinel-2 Sharpening via Parallel Residual Network.
Remote. Sens.
Jiemin Wu, Zhi He, Jie Hu
2020 J jnl
Spatial-Adaptive Siamese Residual Network for Multi-/Hyperspectral Classification.
Remote. Sens.
Zhi He, Dan He
2019 J jnl
Deep Self-Learning Network for Adaptive Pansharpening.
Remote. Sens.
Jie Hu, Zhi He, Jiemin Wu
2019 J jnl
Non-Markovian dynamics and quantum interference in open three-level quantum systems.
Quantum Inf. Process.
Hao-Sheng Zeng, Yu-Kun Ren, Xiao-Lan Wang, Zhi He
2019 C conf
Video Satellite Imagery Super-Resolution via a Deep Residual Network.
IGARSS
Jiemin Wu, Zhi He, Li Zhuo
2019 J jnl
Wetland Classification Based on a New Efficient Generative Adversarial Network and Jilin-1 Satellite Image.
Remote. Sens.
Zhi He, Dan He, Xiangqin Mei, Saihan Hu
2018 J jnl
3D-Gabor Inspired Multiview Active Learning for Spectral-Spatial Hyperspectral Image Classification.
Remote. Sens.
Jie Hu, Zhi He, Jun Li, Lin He, Yiwen Wang
2018 J jnl
Hyperspectral Image Super-Resolution Inspired by Deep Laplacian Pyramid Network.
Remote. Sens.
Zhi He, Lin Liu
2018 J jnl
Identifying Mangrove Species Using Field Close-Range Snapshot Hyperspectral Imaging and Machine-Learning Techniques.
Remote. Sens.
Jingjing Cao, Kai Liu, Lin Liu, Yuanhui Zhu, Jun Li, Zhi He
2018 J jnl
Joint Sparse and Low-Rank Multitask Learning with Laplacian-Like Regularization for Hyperspectral Classification.
Remote. Sens.
Zhi He, Yiwen Wang, Jie Hu
2018 J jnl
Kernel Low-Rank Multitask Learning in Variational Mode Decomposition Domain for Multi-/Hyperspectral Classification.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Jun Li, Kai Liu, Lin Liu, Haiyan Tao
2018 J jnl
Low-rank tensor learning for classification of hyperspectral image with limited labeled samples.
Signal Process.
Zhi He, Jie Hu, Yiwen Wang
2018 C conf
Monte Carlo Non-Local Means Method for Hyperspectral Image Denoising.
IGARSS
Chuyin Deng, Liyan Li, Zhi He, Jun Li, Yuanhui Zhu
2018 J jnl
Object-Based Mangrove Species Classification Using Unmanned Aerial Vehicle Hyperspectral Images and Digital Surface Models.
Remote. Sens.
Jingjing Cao, Wanchun Leng, Kai Liu, Lin Liu, Zhi He, Yuanhui Zhu
2018 C conf
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification.
IGARSS
Shengjie Liu, Haowen Luo, Ying Tu, Zhi He, Jun Li
2017 J jnl
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.
Yuanhui Zhu, Kai Liu, Lin Liu, Soe W. Myint, Shugong Wang, Hongxing Liu, Zhi He
2017 J jnl
Generative Adversarial Networks-Based Semi-Supervised Learning for Hyperspectral Image Classification.
Remote. Sens.
Zhi He, Han Liu, Yiwen Wang, Jie Hu
2017 C conf
Hyperspectral classification based on kernel low-rank multitask learning.
IGARSS
Zhi He, Jun Li, Lin Liu
2017 J jnl
Social Media: New Perspectives to Improve Remote Sensing for Emergency Response.
Proc. IEEE
Jun Li, Zhi He, Javier Plaza, Shutao Li, Jinfen Chen, Henglin Wu, Yandong Wang, Yu Liu
2017 J jnl
Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters.
Signal Process.
Zhi He, Jun Li, Lin Liu, Yi Shen
2016 J jnl
Fast Three-Dimensional Empirical Mode Decomposition of Hyperspectral Images for Class-Oriented Multitask Learning.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Jun Li, Lin Liu, Kai Liu, Li Zhuo
2016 J jnl
Learning group-based sparse and low-rank representation for hyperspectral image classification.
Pattern Recognit.
Zhi He, Lin Liu, Suhong Zhou, Yi Shen
2016 J jnl
Low-rank group inspired dictionary learning for hyperspectral image classification.
Signal Process.
Zhi He, Lin Liu, Ruru Deng, Yi Shen
2016 C conf
Multi-way projections-based reconstruction for hyperspectral image denoising.
IGARSS
Zhi He, Wei Zhou, Jun Li, Lin Liu
2016 J jnl
Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification.
Remote. Sens.
Zhi He, Jun Li, Lin Liu
2015 — conf
Anisotropically foveated nonlocal weights for joint sparse representation-based hyperspectral classification.
WHISPERS
Zhi He, Lin Liu, Yuanhui Zhu, Suhong Zhou
2015 J jnl
Multiple data-dependent kernel for classification of hyperspectral images.
Expert Syst. Appl.
Zhi He, Junbao Li
2015 J jnl
Regularized multivariable grey model for stable grey coefficients estimation.
Expert Syst. Appl.
Zhi He, Yi Shen, Junbao Li, Yan Wang
2014 — conf
Hyperspectral image classification with multivariate empirical mode decomposition-based features.
I2MTC
Zhi He, Miao Zhang, Yi Shen, Qiang Wang, Yan Wang, Renlong Yu
2014 J jnl
Kernel Sparse Multitask Learning for Hyperspectral Image Classification With Empirical Mode Decomposition and Morphological Wavelet-Based Features.
IEEE Trans. Geosci. Remote. Sens.
Zhi He, Qiang Wang, Yi Shen, Mingjian Sun
2014 J jnl
Optimized Ensemble EMD-Based Spectral Features for Hyperspectral Image Classification.
IEEE Trans. Instrum. Meas.
Zhi He, Yi Shen, Qiang Wang, Yan Wang
2014 — conf
QWT enhanced SVM for Hyperspectral image classification.
I2MTC
Yue Shen, Hongqi Feng, Qiang Wang, Yipeng Liu, Zhi He
2014 — conf
Spectral-spatial hyperspectral image classification via SVM and superpixel segmentation.
I2MTC
Zhi He, Yue Shen, Miao Zhang, Qiang Wang, Yan Wang, Renlong Yu
2013 — conf
An optimization-based ensemble EMD for classification of hyperspectral images.
I2MTC
Yi Shen, Zhi He, Xiaoshuai Li, Qiang Wang, Miao Zhang, Yan Wang
2013 J jnl
Discrete multivariate gray model based boundary extension for bi-dimensional empirical mode decomposition.
Signal Process.
Zhi He, Qiang Wang, Yi Shen, Yan Wang
2013 J jnl
Multivariate Gray Model-Based BEMD for Hyperspectral Image Classification.
IEEE Trans. Instrum. Meas.
Zhi He, Qiang Wang, Yi Shen, Jing Jin, Yan Wang
2012 J jnl
Boundary extension for Hilbert-Huang transform inspired by gray prediction model.
Signal Process.
Zhi He, Yi Shen, Qiang Wang
2012 J jnl
End Effects Mitigation for Empirical Mode Decomposition with nonlinear Gray Model.
Adv. Data Sci. Adapt. Anal.
Zhi He, Yi Shen, Qiang Wang, Yan Wang
2006 C conf
OMVD: An Optimization of MVD.
ADMA
Zhi He, Shengfeng Tian, Houkuan Huang