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Zhi He
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Journal Articles
- 2024
- [j52]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: 109102 (2024) - [j51]Junshen Luo
, Zhi He
, Haomei Lin
, Heqian Wu:
Biscale Convolutional Self-Attention Network for Hyperspectral Coastal Wetlands Classification. IEEE Geosci. Remote. Sens. Lett. 21: 1-5 (2024) - [j50]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: 1-18 (2024) - [j49]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): 10190-10205 (2024) - 2023
- [j48]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: 107593 (2023) - [j47]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: 107800 (2023) - [j46]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: 108039 (2023) - [j45]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: 108193 (2023) - [j44]Zhi He
, Dan He
, Man Xiao
, Anjun Lou, Guanglin Lai:
Convolutional Transformer-Inspired Autoencoder for Hyperspectral Anomaly Detection. IEEE Geosci. Remote. Sens. Lett. 20: 1-5 (2023) - [j43]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): 7570 (2023) - [j42]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: 1-19 (2023) - 2022
- [j41]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: 107114 (2022) - [j40]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: 1-5 (2022) - [j39]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: 1-5 (2022) - [j38]Zhi He
, Xiaofang Li, Rongning Qu:
Video Satellite Imagery Super-Resolution via Model-Based Deep Neural Networks. Remote. Sens. 14(3): 749 (2022) - [j37]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: 1-15 (2022) - [j36]Wenbo Yu
, Miao Zhang
, Zhi He
, Yi Shen
:
Convolutional Two-Stream Generative Adversarial Network-Based Hyperspectral Feature Extraction. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [j35]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): 1132-1144 (2022) - [j34]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): 23781-23796 (2022) - [j33]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): 12117-12127 (2022) - 2021
- [j32]Zhi He
, Dan He:
Bilinear Squeeze-and-Excitation Network for Fine-Grained Classification of Tree Species. IEEE Geosci. Remote. Sens. Lett. 18(7): 1139-1143 (2021) - [j31]Zhi He
, Dan He:
A Unified Network for Arbitrary Scale Super-Resolution of Video Satellite Images. IEEE Trans. Geosci. Remote. Sens. 59(10): 8812-8825 (2021) - 2020
- [j30]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): 2150-2154 (2020) - [j29]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): 299 (2020) - [j28]Jiemin Wu, Zhi He
, Jie Hu:
Sentinel-2 Sharpening via Parallel Residual Network. Remote. Sens. 12(2): 279 (2020) - [j27]Zhi He
, Dan He:
Spatial-Adaptive Siamese Residual Network for Multi-/Hyperspectral Classification. Remote. Sens. 12(10): 1640 (2020) - 2019
- [j26]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): 378 (2019) - [j25]Jie Hu, Zhi He
, Jiemin Wu:
Deep Self-Learning Network for Adaptive Pansharpening. Remote. Sens. 11(20): 2395 (2019) - [j24]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): 2455 (2019) - 2018
- [j23]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): 89 (2018) - [j22]Zhi He
, Yiwen Wang, Jie Hu:
Joint Sparse and Low-Rank Multitask Learning with Laplacian-Like Regularization for Hyperspectral Classification. Remote. Sens. 10(2): 322 (2018) - [j21]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): 1070 (2018) - [j20]Zhi He
, Lin Liu:
Hyperspectral Image Super-Resolution Inspired by Deep Laplacian Pyramid Network. Remote. Sens. 10(12): 1939 (2018) - [j19]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): 2047 (2018) - [j18]Zhi He, Jie Hu, Yiwen Wang:
Low-rank tensor learning for classification of hyperspectral image with limited labeled samples. Signal Process. 145: 12-25 (2018) - [j17]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): 4193-4208 (2018) - 2017
- [j16]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): 1900-1912 (2017) - [j15]Zhi He
, Han Liu
, Yiwen Wang, Jie Hu:
Generative Adversarial Networks-Based Semi-Supervised Learning for Hyperspectral Image Classification. Remote. Sens. 9(10): 1042 (2017) - [j14]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): 1060 (2017) - [j13]Zhi He, Jun Li
, Lin Liu
, Yi Shen:
Three-dimensional empirical mode decomposition (TEMD): A fast approach motivated by separable filters. Signal Process. 131: 307-319 (2017) - 2016
- [j12]Zhi He
, Lin Liu
, Suhong Zhou, Yi Shen:
Learning group-based sparse and low-rank representation for hyperspectral image classification. Pattern Recognit. 60: 1041-1056 (2016) - [j11]Zhi He
, Jun Li
, Lin Liu
:
Tensor Block-Sparsity Based Representation for Spectral-Spatial Hyperspectral Image Classification. Remote. Sens. 8(8): 636 (2016) - [j10]Zhi He
, Lin Liu, Ruru Deng, Yi Shen:
Low-rank group inspired dictionary learning for hyperspectral image classification. Signal Process. 120: 209-221 (2016) - [j9]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): 6625-6643 (2016) - 2015
- [j8]Zhi He, Junbao Li:
Multiple data-dependent kernel for classification of hyperspectral images. Expert Syst. Appl. 42(3): 1118-1135 (2015) - [j7]Zhi He, Yi Shen, Junbao Li, Yan Wang:
Regularized multivariable grey model for stable grey coefficients estimation. Expert Syst. Appl. 42(4): 1806-1815 (2015) - 2014
- [j6]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): 5150-5163 (2014) - [j5]Zhi He, Yi Shen, Qiang Wang, Yan Wang:
Optimized Ensemble EMD-Based Spectral Features for Hyperspectral Image Classification. IEEE Trans. Instrum. Meas. 63(5): 1041-1056 (2014) - 2013
- [j4]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): 124-138 (2013) - [j3]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): 889-904 (2013) - 2012
- [j2]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) - [j1]Zhi He, Yi Shen, Qiang Wang:
Boundary extension for Hilbert-Huang transform inspired by gray prediction model. Signal Process. 92(3): 685-697 (2012)
Conference and Workshop Papers
- 2020
- [c12]Man Xiao, Zhi He, Jiemin Wu:
PySRResNet: Super Resolution for Video Satellite Imagery via Pyramid Residual Network. IGARSS 2020: 2105-2108 - 2019
- [c11]Jiemin Wu, Zhi He, Li Zhuo:
Video Satellite Imagery Super-Resolution via a Deep Residual Network. IGARSS 2019: 2762-2765 - 2018
- [c10]Chuyin Deng, Liyan Li, Zhi He, Jun Li, Yuanhui Zhu
:
Monte Carlo Non-Local Means Method for Hyperspectral Image Denoising. IGARSS 2018: 4772-4775 - [c9]Shengjie Liu
, Haowen Luo
, Ying Tu, Zhi He, Jun Li:
Wide Contextual Residual Network with Active Learning for Remote Sensing Image Classification. IGARSS 2018: 7145-7148 - 2017
- [c8]Zhi He, Jun Li, Lin Liu:
Hyperspectral classification based on kernel low-rank multitask learning. IGARSS 2017: 3206-3209 - 2016
- [c7]Zhi He, Wei Zhou, Jun Li
, Lin Liu:
Multi-way projections-based reconstruction for hyperspectral image denoising. IGARSS 2016: 2913-2916 - 2015
- [c6]Zhi He, Lin Liu, Yuanhui Zhu
, Suhong Zhou:
Anisotropically foveated nonlocal weights for joint sparse representation-based hyperspectral classification. WHISPERS 2015: 1-4 - 2014
- [c5]Zhi He, Yue Shen, Miao Zhang, Qiang Wang, Yan Wang, Renlong Yu:
Spectral-spatial hyperspectral image classification via SVM and superpixel segmentation. I2MTC 2014: 422-427 - [c4]Zhi He, Miao Zhang, Yi Shen, Qiang Wang, Yan Wang, Renlong Yu:
Hyperspectral image classification with multivariate empirical mode decomposition-based features. I2MTC 2014: 999-1004 - [c3]Yue Shen, Hongqi Feng, Qiang Wang, Yipeng Liu, Zhi He:
QWT enhanced SVM for Hyperspectral image classification. I2MTC 2014: 1454-1458 - 2013
- [c2]Yi Shen, Zhi He, Xiaoshuai Li, Qiang Wang, Miao Zhang, Yan Wang:
An optimization-based ensemble EMD for classification of hyperspectral images. I2MTC 2013: 1045-1050 - 2006
- [c1]Zhi He, Shengfeng Tian, Houkuan Huang:
OMVD: An Optimization of MVD. ADMA 2006: 473-484
Informal and Other Publications
- 2022
- [i1]Zhi He, Rui Wang, Wei Hua, Yuchi Huo:
An Interactive Image-based Modeling System. CoRR abs/2203.14441 (2022)
Coauthor Index
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