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Dataset

MPSC-RR

multi-position RGB respiration videos + respiration-belt reference (24 adults, UMBC, CHASE 2025)

VideoCC BY 4.0
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MPSC-RR is a UMBC Mobile, Pervasive and Sensor Computing lab dataset for camera-based respiratory rate and respiratory waveform estimation. It holds 31 RGB video sessions from 24 adult volunteers (about 2.1 hours, 2.5 to 5 minutes each) filmed from front, back, side and lying positions with regular, slow and fast breathing, using phone and mounted cameras about 1 to 1.5 m away. A Vernier Go Direct Respiration Belt gives the synchronized reference. It was released with the RRPIPS paper (CHASE 2025) and is openly downloadable from Hugging Face under CC BY 4.0.

License
CC BY 4.0
At a glance
Type
Dataset
Host
Not reported
DOI
10.1145/3721201.3721366 (opens in a new tab)
Licence
CC BY 4.0 (opens in a new tab)
Access
Not reported
Subjects
24
Signals
Video
PPG sites
Not reported
Setting
Not reported
Wrist
Not reported
Raw waveforms
Not reported
Tasks
Not reported
Models
Updated
Nov 11, 2026

Original description

The MPSC-RR dataset is a comprehensive collection of RGB videos designed for contactless respiratory rate estimation and respiratory waveform reconstruction research. The dataset captures respiratory-induced movements across multiple body positions and camera angles, providing diverse scenarios for developing robust respiratory monitoring algorithms.

Verbatim fromHugging Face· Description from the Hugging Face card; licence as stated on the card

MPSC-RR: ChatPPG research summary card

Key numbers

24
Subjects
2
Reference labels
RESP BELT, RR

How it works

Inputs
MPSC-RR
Reliability-Guided Video Token Learning for contactless HR + RR with uncertainty (CIKM 2026)
Outputs / tasks
Reference labels
resp belt, rr

Models using this dataset· 1

#111 of 158 most-used datasets by published papers and models · #11 of 18 rPPG

Cite this dataset

Cite this dataset with the fields recorded here. Check it against the publisher before submitting.

MPSC-RR [Data set]. (n.d.). https://doi.org/10.1145/3721201.3721366
@misc{mpscrrmpscrr,
  title         = {{MPSC-RR}},
  doi           = {10.1145/3721201.3721366}
}

Cite the ChatPPG record

Cite the dated snapshot 2026-10 for a fixed, reproducible version. Please also cite the original publications listed above.

APA

ChatPPG. (2026). MPSC-RR: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/mpsc-rr

BibTeX
@misc{chatppg_dataset_mpsc_rr,
  author       = {{ChatPPG}},
  title        = {{MPSC-RR: dataset record}},
  year         = {2026},
  month        = nov,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/mpsc-rr}},
  note         = {ChatPPG Research Hub, Snapshot 2026-10, https://chatppg.com/research/snapshots/2026-10}
}
CITATION.cff
cff-version: 1.2.0
message: "If you use this resource, please cite it as below."
type: dataset
title: "MPSC-RR: dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/mpsc-rr"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-11-11"

History

  1. Record updated

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