WiFiCam Dataset | Through-Wall Imaging based on WiFi Channel State Information
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https://zenodo.org/doi/10.5281/zenodo.11554280
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资源简介：
Through-Wall Imaging based on WiFi Channel State Information
This repository contains the WiFiCam dataset for through-wall imaging based on WiFi channel state information proposed in [1]. The corresponding source code repository is located at: https://github.com/StrohmayerJ/wificam
The demo video (demo.mp4) showcases the through-wall imaging capabilities of our approach.
Dataset Structure
/wificam
├── j3
└── 320 <-- 320x240 resolution subset
└── csi.csv <-- raw WiFi packet sequence recorded with the ESP32-S3
└── csiComplex.npy <-- complex CSI sequence (cache)
└── 92108.png <-- 320x240 RGB image
└── 92112.png
└── ...
└── 640 <-- 640x480 resolution subset
└── csi.csv <-- raw WiFi packet sequence recorded with the ESP32-S3
└── csiComplex.npy <-- complex CSI sequence (cache)
└── 154.png <-- 640x480 RGB image
└── 155.png
└── ...
├── statistics320.csv <-- per-channel means and standard deviations for 320x240 images
├── statistics640.csv <-- per-channel means and standard deviations for 640x480 images
Download and UseThis data may be used for non-commercial research purposes only. If you publish material based on this data, we request that you include a reference to our paper [1].
[1] J. Strohmayer, R. Sterzinger, C. Stippel and M. Kampel, "Through-Wall Imaging Based On WiFi Channel State Information," 2024 IEEE International Conference on Image Processing (ICIP), Abu Dhabi, United Arab Emirates, 2024, pp. 4000-4006, doi: 10.1109/ICIP51287.2024.10647775.
BibTeX:
@INPROCEEDINGS{10647775,
author={Strohmayer, Julian and Sterzinger, Rafael and Stippel, Christian and Kampel, Martin},
booktitle={2024 IEEE International Conference on Image Processing (ICIP)},
title={Through-Wall Imaging Based On WiFi Channel State Information},
year={2024},
volume={},
number={},
pages={4000-4006},
doi={10.1109/ICIP51287.2024.10647775}}
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Zenodo创建时间：
2024-10-20
