Search Results for author: Jinsong Han

Found 10 papers, 6 papers with code

Person-in-WiFi 3D: End-to-End Multi-Person 3D Pose Estimation with Wi-Fi

no code implementations CVPR 2024 Kangwei Yan, Fei Wang, Bo Qian, Han Ding, Jinsong Han, Xing Wei

This paper takes a step forward by introducing Person-in-WiFi 3D a pioneering Wi-Fi system that accomplishes multi-person 3D pose estimation.

3D Pose Estimation

Joint Activity Recognition and Indoor Localization With WiFi Fingerprints

1 code implementation arXiv:1904.04964 Search... Help | Advanced Search 2019 Fei Wang, Jianwei Feng, Yinliang Zhao, Xiaobin Zhang, Shiyuan Zhang, Jinsong Han

In this paper, we propose a novel deep learning framework for joint activity recognition and indoor localization task using WiFi Channel State Information~(CSI) fingerprints.

Activity Recognition Indoor Localization +1

Temporal Unet: Sample Level Human Action Recognition using WiFi

1 code implementation19 Apr 2019 Fei Wang, Yunpeng Song, Jimuyang Zhang, Jinsong Han, Dong Huang

In this task, every WiFi distortion sample in the whole series should be categorized into one action, which is a critical technique in precise action localization, continuous action segmentation, and real-time action recognition.

Action Recognition Action Segmentation +3

Joint Activity Recognition and Indoor Localization

2 code implementations10 Apr 2019 Fei Wang, Jianwei Feng, Yinliang Zhao, Xiaobin Zhang, Shiyuan Zhang, Jinsong Han

The key rationale behind this type of work is that people behaviors can influence the WiFi signal propagation and introduce specific patterns into WiFi signals, called WiFi fingerprints, which further can be explored to identify human activities and locations.

Human-Computer Interaction

Can WiFi Estimate Person Pose?

1 code implementation30 Mar 2019 Fei Wang, Stanislav Panev, Ziyi Dai, Jinsong Han, Dong Huang

In this paper We try to answer this question by exploring the ability of WiFi on estimating single person pose.

3D Human Pose Estimation General Classification +2

Person-in-WiFi: Fine-grained Person Perception using WiFi

1 code implementation ICCV 2019 Fei Wang, Sanping Zhou, Stanislav Panev, Jinsong Han, Dong Huang

Fine-grained person perception such as body segmentation and pose estimation has been achieved with many 2D and 3D sensors such as RGB/depth cameras, radars (e. g., RF-Pose) and LiDARs.

RF-based Pose Estimation

Continuous User Authentication by Contactless Wireless Sensing

no code implementations4 Dec 2018 Fei Wang, Zhenjiang Li, Jinsong Han

This paper presents BodyPIN, which is a continuous user authentication system by contactless wireless sensing using commodity Wi-Fi.

WiPIN: Operation-free Passive Person Identification Using Wi-Fi Signals

no code implementations6 Oct 2018 Fei Wang, Jinsong Han, Feng Lin, Kui Ren

Wi-Fi signals-based person identification attracts increasing attention in the booming Internet-of-Things era mainly due to its pervasiveness and passiveness.

Person Identification

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