Face Verification Using 60~GHz 802.11 waveforms
arXiv:2002.11965v26 citations
AI Analysis
This addresses identity verification for security applications using mmwave radar, but it appears incremental as it applies existing methods to new data.
The paper tackles face verification using 60 GHz 802.11 waveforms, employing a chipset in radar mode on a dataset of 200 persons, with preliminary results showing promise for autoencoder application.
Verification of an identity based on the human face radar signature in mmwave is studied. The chipset for 802.11ad/y networking that is cable of operating in a radar mode is used. A dataset with faces of 200 different persons was collected for the testing. Our preliminary study shows promising results for the application of autoencoder for the setup at hand.