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Model

rPPG-guided multi-task cascaded learning for joint HR and SpO2

RGBIEEE Access 2026, DOI 10.1109/ACCESS.2026.
Cite
Venue listedCatalog paper date: 2026Source
CitationsView DOI record (opens in a new tab)

Activity counts measure attention, not model quality. Missing counts are unknown. Publication status follows the linked source; a listed venue alone does not confirm peer review.

This multi-task cascaded model uses remote PPG supervision to guide joint heart-rate and SpO2 estimation from face video, as described in IEEE Access 2026 (DOI 10.1109/ACCESS.2026.3735373, CC BY-NC-ND 4.0). Public abstract text and official code were not reachable when this entry was prepared, so datasets and numeric results are omitted here.

Signals
RGB
Form factor
camera_rppg
License
CC BY-NC-ND 4.0
Year
2026
Architecture

rPPG-guided multi-task cascaded network for joint HR and SpO2

At a glance
Type
Task model
Modalities
RGB
Form factor
Camera rPPG
Parameters
Not reported
Architecture
rPPG-guided multi-task cascaded network for joint HR and SpO2
Venue
IEEE Access 2026, DOI 10.1109/ACCESS.2026.3735373
Year
2026
arXiv
Not reported
DOI
10.1109/ACCESS.2026.3735373 (opens in a new tab)
Code
Not reported
Weights
Not reported
Licence
CC BY-NC-ND 4.0 (opens in a new tab)
Caveats
Not reported
Datasets
Not reported
Added
Not reported
Updated
Oct 27, 2026
rPPG-guided multi-task cascaded learning for joint HR and SpO2: ChatPPG research summary card

How it works

How rPPG-guided multi-task cascaded learning for joint HR and SpO2 works: Input signals → Model → Downstream tasksInput signals: RGB. Model: rPPG-guided multi-task cascaded learning for joint HR and SpO2. Downstream tasks: SpO₂.Input signalsRGBRGBModelrPPG-guided multi-task…Downstream tasksSpO₂O₂SpO₂
Architecture
rPPG-guided multi-task cascaded network for joint HR and SpO2
Inputs
RGB
Approach
rppg · model · spo2 · multi task · camera spo2

Datasets

No public datasets linked yet.

Cite

APA

rPPG-guided multi-task cascaded learning for joint HR and SpO2. (2026). IEEE Access 2026, DOI 10.1109/ACCESS.2026.3735373. https://doi.org/10.1109/ACCESS.2026.3735373

BibTeX

@article{rppghrspo2cascad2026rppgguided,
  title         = {{rPPG-guided multi-task cascaded learning for joint HR and SpO2}},
  year          = {2026},
  journal       = {IEEE Access 2026, DOI 10.1109/ACCESS.2026.3735373},
  doi           = {10.1109/ACCESS.2026.3735373}
}

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History

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