Search Results - "Dai, Yongpeng"

Through-Wall Multi-Subject Localization and Vital Signs Monitoring Using UWB MIMO Imaging Radar by Li, Zhi, Jin, Tian, Dai, Yongpeng, Song, Yongkun

“…Radar-based non-contact vital signs monitoring has great value in through-wall detection applications. This paper presents the theoretical and experimental…”
Get full text

Through-Wall Human Pose Reconstruction via UWB MIMO Radar and 3D CNN by Song, Yongkun, Jin, Tian, Dai, Yongpeng, Song, Yongping, Zhou, Xiaolong

“…Human pose reconstruction has been a fundamental research in computer vision. However, existing pose reconstruction methods suffer from the problem of wall…”
Get full text

Three-Dimensional Human Pose Estimation from Micro-Doppler Signature Based on SISO UWB Radar by Zhou, Xiaolong, Jin, Tian, Dai, Yongpeng, Song, Yongping, Li, Kemeng

“…In this paper, we propose an innovative approach for transforming 2D human pose estimation into 3D models using Single Input–Single Output (SISO)…”
Get full text

SCRP-Radar: Space-Aware Coordinate Representation for Human Pose Estimation Based on SISO UWB Radar by Zhou, Xiaolong, Jin, Tian, Dai, Yongpeng, Song, Yongping, Li, Kemeng

“…Human pose estimation (HPE) is an integral component of numerous applications ranging from healthcare monitoring to human-computer interaction, traditionally…”
Get full text

Deep Learning-Based Enhanced ISAR-RID Imaging Method by Wang, Xiurong, Dai, Yongpeng, Song, Shaoqiu, Jin, Tian, Huang, Xiaotao

“…Inverse synthetic aperture radar (ISAR) imaging can be improved by processing Range-Instantaneous Doppler (RID) images, according to a method proposed in this…”
Get full text

Compressed Sensing Imaging with Compensation of Motion Errors for MIMO Radar by Li, Haoran, Li, Shuangxun, Li, Zhi, Dai, Yongpeng, Jin, Tian

“…Using a multiple-input-multiple-output (MIMO) radar for environment sensing is gaining more attention in unmanned ground vehicles (UGV). During the movement of…”
Get full text

Convolutional Neural Network with Spatial-Variant Convolution Kernel by Dai, Yongpeng, Jin, Tian, Song, Yongkun, Sun, Shilong, Wu, Chen

“…Radar images suffer from the impact of sidelobes. Several sidelobe-suppressing methods including the convolutional neural network (CNN)-based one has been…”
Get full text

Signal Comparing Normalized Generalized Levenshtein Distance-Based Searching Method for Modulation Period of Micro-Doppler Signal by Dai, Yongpeng, Zhang, Hanhua, Song, Yongping, Du, Hao, Jin, Tian

“…A searching method using the signal comparing normalized generalized Levenshtein distance (SC-NGLD) as the cost function is proposed to search for the…”
Get full text

DeepActivity: a micro-Doppler spectrogram-based net for human behaviour recognition in bio-radar by Du, Hao, Jin, Tian, Song, Yongping, Dai, Yongpeng

“…The movements of the human body and limbs result in unique micro-Doppler signatures, which can be exploited for classifying human activities. In this work, the…”
Get full text

CNN-based multiple-input multiple-output radar image enhancement method by Dai, Yongpeng, Jin, Tian, Song, Yongping, Du, Hao, Zhao, Dizhi

“…In this study, the convolutional neural network (CNN) is utilised to enhance the quality of radar images. First, a four-layer convolutional neural network is…”
Get full text

Segmented convolutional gated recurrent neural networks for human activity recognition in ultra-wideband radar by Du, Hao, Jin, Tian, He, Yuan, Song, Yongping, Dai, Yongpeng

“…The automatic detection and recognition of human activities are valuable for physical security, gaming, and intelligent interface. Compared to an optical…”
Get full text

Efficient Image Reconstruction Methods Based on Structured Sparsity for Short-Range Radar by Song, Shaoqiu, Dai, Yongpeng, Sun, Shilong, Jin, Tian

“…The radar imaging method, based on matched filtering (MF), generates high gratings and sidelobes in sparse aperture data, resulting in artifacts in the radar…”
Get full text

Efficient Near-Field Radar Microwave Imaging Based on Joint Constraints of Low-Rank and Structured Sparsity at Low SNR by Song, Shaoqiu, Dai, Yongpeng, Song, Yongping, Jin, Tian

“…With the continuous development of near-field radar microwave imaging technology, low-rank or compressed sensing (CS) methods have shown great potential in…”
Get full text

3M: Measuring Vital Signs With Markov-Gauss Model by Tang, Chengyao, Jin, Tian, Dai, Yongpeng, Li, Zhi

“…Measuring vital signs (VS) contained in the echoes is crucial to the analyses of breathing and heartbeat signals using medical radar. Although many advanced…”
Get full text

3M : M easuring Vital Signs With M arkov-Gauss M odel by Tang, Chengyao, Jin, Tian, Dai, Yongpeng, Li, Zhi

Get full text

Unsupervised Adversarial Domain Adaptation for Micro-Doppler Based Human Activity Classification by Du, Hao, Jin, Tian, Song, Yongping, Dai, Yongpeng

“…The fundamental difficulties in the supervised deep learning algorithm are obtaining large-scale labeled data and generalizing the trained model to a new…”
Get full text

Dual-Task Human Activity Sensing for Pose Reconstruction and Action Recognition Using 4-D Imaging Radar by Song, Yongkun, Dai, Yongpeng, Jin, Tian, Song, Yongping

“…Radar-based human activity sensing possesses the advantage of penetrating detection, making it highly promising for applications in the fields of security,…”
Get full text

Motion-Robust Contactless Heartbeat Sensing Using 4-D Imaging Radar by Li, Zhi, Jin, Tian, Dai, Yongpeng, Song, Yongping

“…In ambient-assisted living, in-cabin sensing, search and rescue, and public security, radar-based wireless technology has been proven effective in sensing…”
Get full text

Efficient Through-Wall Human Pose Reconstruction Using UWB MIMO Radar by Song, Yongkun, Jin, Tian, Dai, Yongpeng, Zhou, Xiaolong

“…In this letter, we introduce ultrawideband (UWB) Pose, a through-wall human pose reconstruction framework using UWB multiple-input--multiple-output (MIMO)…”
Get full text

Dual-task Human Activity Sensing for Pose Reconstruction and Action Recognition using 4D Imaging Radar by Song, Yongkun, Dai, Yongpeng, Jin, Tian, Song, Yongping

“…Radar-based human activity sensing possesses the advantage of penetrating detection, making it highly promising for applications in the fields of security,…”
Get full text