Pushing the Limits of Remote RF Sensing: Reading Lips Under Face Mask

1282 26 5307 2 27508 document 5307 Radar_Dataset.zip application/zip b8f52b0614dd34da8dcc0b2a3919e1f9 MD5 206124875 2022-06-07 08:26:56 https://researchdata.gla.ac.uk/1282/2/Radar_Dataset.zip 1282 2 2 application/zip Image en public cc_by_4

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data 5308 2 27510 document 5308 USRP_Dataset.zip application/zip ebe2df09f125c6fe1094acd88876f3c7 MD5 1355083670 2022-06-07 08:33:02 https://researchdata.gla.ac.uk/1282/3/USRP_Dataset.zip 1282 3 3 application/zip Spreadsheet en public cc_by_4

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data 5309 2 27513 document 5309 ReadMe-Vowels_Dataset.docx application/vnd.openxmlformats-officedocument.wordprocessingml.document 96759a92b5734d4c0ad42b72ffe9de9b MD5 4634057 2022-06-07 09:07:34 https://researchdata.gla.ac.uk/1282/4/ReadMe-Vowels_Dataset.docx 1282 4 4 application/vnd.openxmlformats-officedocument.wordprocessingml.document Text en public cc_by_4

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readme 5310 1 27522 document 5310 indexcodes.txt text/x-c++ 44483d6b951171f932648d390b6b792e MD5 3416 2022-06-07 09:17:22 https://researchdata.gla.ac.uk/1282/5/indexcodes.txt 1282 5 5 text/x-c++ other Generate index codes conversion from Text to indexcodes en public

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http://eprints.org/relation/isVersionOf https://researchdata.gla.ac.uk/id/document/5309 http://eprints.org/relation/isVolatileVersionOf https://researchdata.gla.ac.uk/id/document/5309 http://eprints.org/relation/isIndexCodesVersionOf https://researchdata.gla.ac.uk/id/document/5309 archive 6975 disk0/00/00/12/82 2022-06-07 09:14:10 2025-06-11 10:44:43 2022-06-07 09:14:10 data_collection show Hameed Hira 64581 Usman Muhammad 61300 Tahir Ahsen 61113 Abbas Hasan 51264 0000-0002-5951-9603 Imran Muhammad 37001 0000-0003-4743-9136 Abbasi Qammer 39488 0000-0002-7097-9969 glaresearchdata:2022-06-07-1282 Pushing the Limits of Remote RF Sensing: Reading Lips Under Face Mask pub 30300000 This work was also funded by EPSRC award EP/T021063/1. The dataset is about reading lips in a privacy preserving manner. In particular, radio frequency (RF) sensing was used to capture unique channel variation due to lip movements. USRP x300 was utilised equipped with the VERT2450 omnidirectional antenna and HyperLOG 7040 X used for reception and transmission respectively. Further, the same experiment was repeated with a Xethru UWB radar, where doppler frequency shifts due to lip movements are captured. We consider six classes for lip movements. Five vowels (a, e, i, o, u) and one empty class where lips were not moving. We are able to read lips even under face masks. Three subjects 1 male and 2 females participated in the experiments. 2022-06-07 published University of Glasgow 10.5525/gla.researchdata.1282 Image Spreadsheet Text University of Glasgow 307829 Quantum-Inspired Imaging for Remote Monitoring of Health & Disease in Community Healthcare Jonathan Cooper Engineering and Physical Sciences Research Council (EPSRC) EP/T021020/1 ENG - Biomedical Engineering FALSE English 2021-09-01 2021-09-08 https://doi.org/10.1038/s41467-022-32231-1 article 2032-06-07 R file_transfer TRUE 300200232, 300190109 cose FALSE Pushing the limits of remote RF sensing by reading lips under the face mask https://eprints.gla.ac.uk/id/eprint/275725