About

我目前在阿里巴巴达摩院从事计算机视觉和AI4S的研究工作。

2019-2024年，我在中国科学院大学攻读工学博士学位，培养单位是中国科学院空天信息创新研究院。在此期间，我曾获得国家奖学金、中国科学院院长奖、中国电子教育学会优秀博士论文提名奖等荣誉。

2015-2019年，我在华中科技大学攻读工学学士学位。在此期间，我曾获得国家奖学金、本科特优生等荣誉。

Publications

[Paper]RadarFormer: End-to-End Human Perception With Through-Wall Radar and Transformers
Z. Zheng, D. Zhang, X. Liang, X. Liu, and G. Fang
IEEE Transactions on Neural Networks and Learning Systems, 2024

[Paper]Through-Wall Human Pose Estimation by Mutual Information Maximizing Deeply Supervised Nets
Z. Zheng, J. Pan, D. Zhang, X. Liang, X. Liu, and G. Fang
IEEE Internet of Things Journal, 2024

[Paper]Unsupervised Human Contour Extraction From Through-Wall Radar Images Using Dual UNet
Z. Zheng, D. Zhang, X. Liang, X. Liu, and G. Fang
IEEE Geoscience and Remote Sensing Letters, 2023

[Paper]A Multi-Target Detection Method Based on Improved U-Net for UWB MIMO Through-Wall Radar
J. Pan, Z. Zheng, D. Zhao, K. Yan, J. Nie, B. Zhou, and G. Fang
Remote Sensing, 2023

[Paper]ARFA: Adaptive Reception Field Aggregation for 3-D Detection From LiDAR Point Cloud
D. Zhang, X. Wang, Z. Zheng, X. Liu, and G. Fang
IEEE Sensors Journal, 2023

[Paper]Enhancement of vital signals for UWB through-wall radar using nonconvex regularization
X. Liang, J. Pan, Z. Zheng, S. Ye, X. Liu, and G. Fang
Remote Sensing Letters, 2023

[Paper]Through-Wall Human Pose Reconstruction Based on Cross-Modal Learning and Self-Supervised Learning
Z. Zheng, D. Zhang, X. Liang, X. Liu, and G. Fang
IEEE Geoscience and Remote Sensing Letters, 2022

[Paper]Self-supervised Human Pose Recovery for Through-wall Radar Based on Convolutional Neural Networks
Z. Zheng, S. Ye, and G. Fang
2022 Photonics & Electromagnetics Research Symposium (PIERS), 2022

[Paper]Recovering Human Pose and Shape From Through-the-Wall Radar Images
Z. Zheng, J. Pan, Z. Ni, C. Shi, D. Zhang, X. Liu, and G. Fang
IEEE Transactions on Geoscience and Remote Sensing, 2022

[Paper]Human Posture Reconstruction for Through-the-Wall Radar Imaging Using Convolutional Neural Networks
Z. Zheng, J. Pan, Z. Ni, C. Shi, S. Ye, and G. Fang
IEEE Geoscience and Remote Sensing Letters, 2022

[Paper]Unsupervised Domain Adaptive 3-D Detection With Data Adaption From LiDAR Point Cloud
D. Zhang, X. Wang, Z. Zheng, and X. Liu
IEEE Transactions on Geoscience and Remote Sensing, 2022

[Paper]Multiple Stationary Human Targets Detection in Through-Wall UWB Radar Based on Convolutional Neural Network
C. Shi, Z. Zheng, J. Pan, Z. Ni, S. Ye, and G. Fang
Applied Sciences, 2022

[Paper]Declutter-GAN: GPR B-Scan Data Clutter Removal Using Conditional Generative Adversarial Nets
Z. Ni, C. Shi, J. Pan, Z. Zheng, S. Ye, and G. Fang
IEEE Geoscience and Remote Sensing Letters, 2022

[Paper]Motion Compensation Method Based on MFDF of Moving Target for UWB MIMO Through-Wall Radar System
J. Pan, Z. Ni, C. Shi, Z. Zheng, S. Ye, and G. Fang
IEEE Geoscience and Remote Sensing Letters, 2022

[Paper]Structure Information is the Key: Self-Attention RoI Feature Extractor in 3D Object Detection
D. Zhang, Z. Zheng, X. Bi, and X. Liu
arXiv preprint arXiv:2111.00931, 2021

[Paper]A Method for Reducing Timing Jitter’s Impact in Through-Wall Human Detection by Ultra-Wideband Impulse Radar
C. Shi, Z. Ni, J. Pan, Z. Zheng, S. Ye, and G. Fang
Remote Sensing, 2021

[Paper]Enhancement of vital signals based on low-rank, sparse representation for UWB through-wall radar
J. Pan, S. Ye, Z. Ni, C. Shi, Z. Zheng, D. Zhao, and G. Fang
Remote Sensing Letters, 2021