XRF55: A Radio Frequency Dataset for Human Indoor Action Analysis
Authors
FW
Fei Wang
YL
Yizhe Lv
MZ
Mengdie Zhu
HD
Han Ding
JH
Jinsong Han
Human Pose & Activity Recognition
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Research Questions
3- How can a large-scale, diverse RF dataset be built to support indoor human behavior recognition?Category: Activity Recognition, Segmentation, and Identity Discrimination MethodsSimilar questionsarrow_forward
- How can multimodal RF signals (e.g., RFID, Wi-Fi, millimeter-wave) collaborate to improve action recognition?Category: Activity Recognition, Segmentation, and Identity Discrimination MethodsSimilar questionsarrow_forward
- How can semantic embeddings (e.g., BERT) assist RF signal action classification?Category: Activity Recognition, Segmentation, and Identity Discrimination MethodsSimilar questionsarrow_forward
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Practical Problems
1- Indoor action recognition lacks large-scale, multi-category open datasets.Category: Activity Recognition, Segmentation, and Identity Discrimination MethodsSimilar questionsarrow_forward
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2024
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Human Pose & Activity Recognition
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