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Dataset

BP4D+ / MMSE

multimodal spontaneous emotion corpus (Binghamton)

EDABPRespHRVideothermalGated access
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BP4D+ (MMSE) is a Binghamton multimodal spontaneous-emotion corpus with 140 subjects, high-resolution face video, thermal imagery, and synchronized physiology including heart rate and blood pressure. Access is by written institutional agreement for non-profit research.

At a glance
Type
Dataset
Host
Not reported
DOI
Not reported
Licence
Not reported
Access
Gated / on request
Subjects
140
Signals
EDABPRespHRVideothermal
PPG sites
Not reported
Setting
Not reported
Wrist
Not reported
Raw waveforms
Not reported
Tasks
Not reported
Updated
Oct 26, 2026
BP4D+ / MMSE: ChatPPG research summary card

Key numbers

140
Subjects
4
Reference labels
HR, CUFF BP, RESP RATE, EMOTION

How it works

Inputs
BP4D+ / MMSE
Your model
Outputs / tasks

No model in the hub reports results on this dataset yet.

Reference labels
hr, cuff bp, resp rate, emotion

Models trained or evaluated on it

No model in the hub reports results on BP4D+ / MMSE yet. Be the first: results submitted with a paper are added here.

FAQ

How many subjects are in BP4D+ / MMSE?

BP4D+ / MMSE has data from 140 subjects, as listed in its research record.

What signals does BP4D+ / MMSE include?

BP4D+ / MMSE includes video, thermal, bp, heart rate, respiration and EDA data.

How do I get BP4D+ / MMSE, and what is its licence?

It is available from https://www.cs.binghamton.edu/~lijun/Research/3DFE/3DFE_Analysis.html. Access is controlled by the host (for example registration, credentialing or a data use agreement), so check the source page for the steps. No licence is recorded for it here, so check the terms on the source page before you use it.

Cite

No citation metadata yet.

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). BP4D+ / MMSE: dataset record (Version 2026-10) [Data set]. ChatPPG Research Hub. https://chatppg.com/research/datasets/bp4d-plus

BibTeX
@misc{chatppg_dataset_bp4d_plus,
  author       = {{ChatPPG}},
  title        = {{BP4D+ / MMSE: dataset record}},
  year         = {2026},
  month        = oct,
  version      = {2026-10},
  howpublished = {\url{https://chatppg.com/research/datasets/bp4d-plus}},
  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: "BP4D+ / MMSE: dataset record"
authors:
  - name: "ChatPPG"
url: "https://chatppg.com/research/datasets/bp4d-plus"
repository-artifact: "https://chatppg.com/research/snapshots/2026-10"
version: "2026-10"
date-released: "2026-10-26"

History

  1. Record updated

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