Dataset Open Access

Automated Remote Pulse Oximetry System (ARPOS)

Pirzada, Pireh

Supervisor(s)
David Harris-Birtill; Gayle Doherty

Thesis supervisor(s)

David Harris-Birtill; Gayle Doherty

The Automated Remote Pulse Oximetry dataset consists of colour and IR (infrared) images and distance from camera taken from forty (40) participants. The data consists of regions of interest (ROIs) such as the forehead, cheeks and lips. Participant data has been collected from a real-life environment that is their homes, rather than within a lab setting, as the study was conducted during the covid-19 pandemic. The participants downloaded the ARPOS app developed to acquire participant face data for the research study. Data collected presents various factors such as different illumination within a home environment, different skin pigmentations, genders, age groups and participants with beards. One participant (PIS-3252) also has a nude colour lipstick on. The data was collected to test the hypothesis that heart rate and blood oxygen can be measured remotely using a camera-based system. The ground truth was collected using a commercial pulse oximeter device (Wellue). Alternatively, a few participants used the apple watch series 6 to acquire ground truth data. Different FPS has been collected for participants due to various computing hardware and its processing power. 

The ground truth vital data (heart rate and blood oxygen) .txt files are aligned with image time frames. ROI images are named as timestamps, i.e., each ROI is acquired for a timestamp. The image name is formatted as 'cropped-' + Hour + '-' + Minutes + '-' + Second + '-' + MilliSecond. For example, cropped-0-42-11-427. The data collected for each participant is in two resting states (Resting1, Resting2) and one active state (After Exercise).

Files (10.0 GB)
Name Size
PIS-1032.zip
md5:77a6ce85b6d113ada41d930669bcd180
661.3 MB Download
PIS-1118.zip
md5:e40bb77623c74488e575a156644be42f
255.0 MB Download
PIS-1949.zip
md5:cea7ba26711747c58e414660a01991a4
466.3 MB Download
PIS-2047.zip
md5:93631d400b90187e1e5f32680a1e8e00
368.1 MB Download
PIS-2169.zip
md5:baa6cac6e8c18eba3c2f9107ad092583
256.2 MB Download
PIS-2212.zip
md5:04b51fdac4c54e89c7dd5f9e25530b54
286.2 MB Download
PIS-256.zip
md5:e8bf671a3b71b72fe8d3c12f71749856
242.7 MB Download
PIS-2740.zip
md5:88e4a9617ad8988f1d28c57e5e36f5b2
558.7 MB Download
PIS-3186.zip
md5:0647f9bc18fc56969bc78b8016bb1a7d
86.4 MB Download
PIS-3252.zip
md5:3b75fc3ef4e2577abf9d66f638923acb
80.2 MB Download
PIS-3252P2.zip
md5:d437c667576079ff41d9788e1c2df409
118.8 MB Download
PIS-3807.zip
md5:fe17489608b8248fa96be84068c01bce
218.7 MB Download
PIS-396.zip
md5:f82e8c80413987457b43f9f2a604025c
355.8 MB Download
PIS-396P2.zip
md5:bce8e81eaf73141a77e3d89cd1a23f60
460.3 MB Download
PIS-4014.zip
md5:63c8f48be2e1c7a5c3de978844a1d3a5
295.2 MB Download
PIS-4354.zip
md5:9e24ef15b3980916ebbb9a5b5ab43523
167.6 MB Download
PIS-4497.zip
md5:cf3c3447b873ba014993721bbd22c7fa
346.1 MB Download
PIS-4709.zip
md5:b318bcac2b323194e34964ccb62c710e
173.0 MB Download
PIS-5152.zip
md5:08eaa17233bdacd7dfd8c5b9213cecd8
169.1 MB Download
PIS-5456.zip
md5:9342d00abfb59947587b83a91f1d5e13
287.1 MB Download
PIS-5456P2.zip
md5:6699ca40c45e74384033130333d9d438
263.4 MB Download
PIS-5868.zip
md5:8eb2f4144c86573ebd3d552bce2ee24a
101.6 MB Download
PIS-5868P2.zip
md5:21953f7bf3875c7e4eff76653b11658b
132.8 MB Download
PIS-6327.zip
md5:049892e2d98da9e8dbacbaf114230b27
112.1 MB Download
PIS-667.zip
md5:8b3c869ee887b8a15edfc202ebb0a55c
306.1 MB Download
PIS-6729.zip
md5:40423e2afd456febd8ee448972bc5c76
85.4 MB Download
PIS-6888.zip
md5:82351bbeca2ea409f31af75189638119
136.8 MB Download
PIS-7180.zip
md5:7790f9531a73c8392e8dc3683e14de84
236.4 MB Download
PIS-7180P2.zip
md5:5d4bff2ffa05d2c27af5343751098f8f
252.5 MB Download
PIS-7381.zip
md5:970cf5b583e2723f53c347b6f36b2d38
151.6 MB Download
PIS-7635.zip
md5:435caeca0effd712d096bf187df455d0
221.7 MB Download
PIS-7728.zip
md5:b8760734bf7a7b70e15e1d1d22ee5ad3
206.1 MB Download
PIS-7898.zip
md5:ed0f7cffa45587aeac07ca8757f5f09e
103.2 MB Download
PIS-8073.zip
md5:cb41692f9dce9c8094b954542afd3c4d
223.3 MB Download
PIS-8308.zip
md5:7897d784dd450a516ed11de26bb6fd18
208.0 MB Download
PIS-8308P2.zip
md5:3dadee7818583b5b552a996781f4d3ea
103.4 MB Download
PIS-8343.zip
md5:d054e1eeff8ef7e5a3a8dd0969abf4db
335.5 MB Download
PIS-8531.zip
md5:a2666fb362cb0d3da894e1f1ea153202
211.0 MB Download
PIS-9167.zip
md5:958d99dcd51eee3746a7f05bed0e4427
389.8 MB Download
PIS-9219.zip
md5:30f481a553e4d3636ace6a07f4865753
336.0 MB Download
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Data volume 14.8 GB14.8 GB
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