Table 1 Overview of public datasets used for data validation in articles

From: The role of face regions in remote photoplethysmography for contactless heart rate monitoring

Dataset name

Year

Number of subjects and their sex

Ethnicity or skin color

Age in years

Number of videos

Video length in seconds

Camera

FPS

Resolution in pixels

HR measurement device

UBFC-rPPG53

2017

42 (31 male, 11 female)

N/A

N/A

42

60 sec

Logitech C920 HD Pro

30 fps

640 × 480

CMS50E

PURE54

2014

10 (8 male, 2 female)

N/A

N/A

60

60

eco274CVGE

30

640 × 480

CMS50E

COHFACE55

2016

40 (28 male, 12 female)

N/A

N/A

160

60

Logitech HD C525

20

640 × 480

SA9308, SA9311M

MMSE-HR66

2016

40 (23 female, 17 male)

Fitzpatrick scale (II=8, III=11, IV=17, V+VI=4)

N/A

102

30-60

N/A

25

1040 × 1392

N/A

VIPL-HR56

2018

107 (79 male, 28 female))

N/A

N/A

2378

30

Logitech C310, RealSense F200, HUAWEI P9

25, 30, 30

960 × 720, 1920 × 1080, 1920 × 1080

CMS60C

LGI-PPGI67

2018

25 (20 male, 5 female)

majority is Caucasian

25-42

100

120

Logitech HD C270

25

N/A

CMS50E

MAHNOB-HCI57

2011

27

N/A

N/A

527

60-180

Allied Vision Stingray F-046C, F-046B

61

780 × 580

N/A

MR-NIRP (auto)68

2020

18 (16 male, 2 female)

Indian, Caucasian, Asian

20-60

190

120

FLIR Grasshopper3 GS3-PGE-23S6C-C

30

640 × 640

CMS50D+

MR-NIRP (indoor)69

2020

8 (6 female, 2 male)

4 Indian, 3 Caucasian, 1 Asian

20-40

15

180

Point Gray Flea3 FL3-U3-13E4C-C and FLIR Blackfly BFLY-U3-23S6C-C

30

640 × 640

CMS50D+

PFF70

2017

13

N/A

N/A

24

180

Nikon D5300

50

1280 × 720

MIO Alpha II

IIP-F71

2021

26 (16 male, 10 female)

N/A

N/A

26

N/A

Microsoft Lifecam Studio

30

N/A

N/A

IIP-W71

2021

26 (16 male, 10 female)

N/A

N/A

26

N/A

wearable Aoni A36 webcam

25

N/A

N/A

Self-rPPG72

2022

13 (10 male, 3 female)

N/A

N/A

78

60

N/A

30

640 × 480

CMS50E

OBF73

2018

100 (61 male, 39 female)

Caucasian, Asian, Others

16-68

200

300

Blackmagic URFA mini

60

1920 × 1080

NX-EXG2B

UBFC-Phys74

2021

56 (46 female, 10 male)

N/A

19-38

56

180

EO-23121C RGB

35

1024 × 1024

Empatica E4

BIDMC52,75

2018

51 (32 female, 19 male)

N/A

19-90+

53

480

N/A

N/A

N/A

N/A

BP4D+76

2016

140 (82 female, 58 male)

Black, White, Asian, Hispanic/Latino, Native American, others

18-66

N/A

N/A

N/A

N/A

N/A

N/A

TokyoTech77

2019

9 (8 male, 1 female)

N/A

20-60

27

180

own prototype of RGB-NIR Camera

30

640 × 480

Procomp Infinity T7500M

MMPD78

2023

33

Fitzpatrick skin types 3-6

N/A

660

60

Samsung Galaxy S22 Ultra

30

1280 × 720

HKG-07C+

rPPG79

2019

8 (7 male, 1 female)

Fitzpatrick skin types 1-4

24-37

52

60-80

Logitech C920, Microsoft VX800, Lenovo B590

15

1920 × 1080, 640 × 480, 640 × 480

Choicemmed MD300C318

  1. Detailed information regarding camera, ground-truth devices and subjects is included.
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