└── README.md /README.md: -------------------------------------------------------------------------------- 1 | # List of Publicly Available Pain Recognition Databases 2 | This is a list of pain recognition databases that are publicly available for research. 3 | It has been started as part of the paper "Automatic Recognition Methods Supporting Pain Assessment: A Survey" \[[IEEEXplore](https://www.doi.org/10.1109/TAFFC.2019.2946774) | [ResearchGate](https://www.researchgate.net/publication/336447252)\] to provide an overview on related databases and how to obtain them. 4 | The idea is to update this page whenever a new database is available or a database website URLs changes. 5 | Any contribution is welcome! 6 | 7 | ## UNBC-McMaster Shoulder Pain Expression Archive Database 8 | - [Website](http://www.pitt.edu/~emotion/um-spread.htm) 9 | - subjects: 25 adults shoulder pain patients 10 | - stimuli: 200 range of motion tests with affected and unaffected limbs 11 | - data modalities: video of face (low resolution, includes social interaction / talking) 12 | - annotation: self-report (VAS, sensory & affective verbal scales), observer-assessed pain intensity (OPI), affected/unaffected limb, FACS coding 13 | 14 | ## BioVid Heat Pain Database 15 | - [Website](http://www.nit.ovgu.de/BioVid.html) 16 | - subjects: 90 healthy adults (age 20-65) 17 | - stimli: 14k heat pain (4 intensities × 20 repetitions × 2 parts × 90 participants); emotion elicitation, posed expression 18 | - data modalities: video of face, EDA, ECG, sEMG (trapezius muscle; corrugator and zygomaticus for part B) 19 | - annotation: stimulus (calibrated per person) 20 | 21 | ## BP4D-Spontaneous Database 22 | - [Website](http://www.cs.binghamton.edu/~lijun/Research/3DFE/3DFE_Analysis.html) 23 | - subjects: 41 healthy adults (age 18-29) 24 | - stimuli: 41 cold pressor task; emotion elicitation 25 | - data modalities: video of face (color & 3D) 26 | - annotation: stimulus, FACS coding 27 | 28 | ## BP4D+ Database 29 | - [Website](http://www.cs.binghamton.edu/~lijun/Research/3DFE/3DFE_Analysis.html) 30 | - subjects: 140 healthy adults (age 18-66) 31 | - stimuli: 140 cold pressor task; emotion elicitation 32 | - data modalities: video of face (color, 3D, thermal), heart rate, respiration rate, blood pressure, EDA 33 | - annotation: stimulus, FACS coding 34 | 35 | ## MIntPAIN Database 36 | - [Website](http://www.vap.aau.dk/mintpain-database/) 37 | - subjects: 20 healthy adults (age 22-42) 38 | - stimuli: 2k electrical pain (40 stimuli in 4 intensities × 2 trials × 20 participants) 39 | - data modalities: video of face (color, depth, thermal) 40 | - annotation: stimulus (calibrated per person), self-report (VAS) 41 | 42 | ## COPE Database 43 | - [Paper](http://www.brahnam.info/papers/EN2031.pdf); to get the data, ask [Prof. Sheryl Brahnam](http://www.brahnam.info/) 44 | - subjects: 26 neonates (age 18-36 hours) 45 | - stimuli: 60 heel lancing for blood collection; non-painful stimuli 46 | - data modalities: 204 photographs of face 47 | - annotation: category (pain, rest, cry, air puff, or friction) 48 | 49 | ## YouTube Dataset 50 | - [Paper](https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4049389/); to get the data, ask [Prof. Denise Harrison](https://health.uottawa.ca/people/harrison-denise) 51 | - subjects: 142 infants (age 0-12 months) 52 | - stimuli: immunizations (injection) 53 | - data modalities: 142 videos with audio 54 | - annotation: FLACC observer pain assessment 55 | 56 | ## Infant Cry Signals Database (IIIT-S ICSD) 57 | - [Paper 1](https://www.isca-speech.org/archive/SLPAT_2016/pdfs/7.pdf), [Paper 2](http://ltrc.iiit.ac.in/icon2016/proceedings/icon2015/pdf/W15-5917.pdf); to get the data, ask Prof. Vinay Kumar Mittal (see mail address in papers) 58 | - subjects: 33 infants (age 3-24 months) 59 | - stimuli: immunizations (injection) and other pain causes; non-painful cry causes 60 | - data modalities: 693 audio cry samples 61 | - annotation: category annotated by doctors and parents (pain, discomfort, hunger/thirst, and three others) 62 | 63 | ## Neonatal Pain Assessment Database 1 (NPAD-1) 64 | - [Website](http://rpal.cse.usf.edu/project_neonatal_pain/dataset.html), [Paper](https://ieeexplore.ieee.org/document/8758989) 65 | - subjects: 6 newborns and premature neonates 66 | - stimuli: painful procedures (e.g., heel lancing and immunization) 67 | - data modalities: videos with audio, vital signs 68 | - annotation: pain assessment by two trained nurses with Neonatal Infant Pain Scale (NIPS); Gestational Age (GA), clinical data (e.g., the medication type/dose), birth-weight, race/ethnicity, gender, and non-pharmacological interventions (e.g., oral sucrose and the pacifier use) 69 | --------------------------------------------------------------------------------