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1 | FACE STIMULI SOURCE | ACRONYM | SETS | SUBS | F | M | #IMGs | #IMcat | #VIEWPTS | >1ETH | >1AGE | NEU | NonNEU | METADATA | CATEGORY/IES | NOTES | DOI(s), REF(s), or OTHER | - | |||||||||
2 | THE fIMDB HAS MOVED - please check out https://fimdb.clffwrkmn.net/ | ||||||||||||||||||||||||||
3 | ChatLab Facial Anomaly Database | CFAD / CDFD | cliffworkmanphd(at)gmail.com | 1 | 96 | 65 | 31 | 473 | 0 | 1 | 1 | 1 | 2 | 0 | 1 | Posed | Pre- and post-corrective tx; limited # alt views | 10.1037/aca0000147 | - | ||||||||
4 | Senthilkumar Face Database | http://www.geocities.ws/senthilirtt/Senthil%20Face%20Database%20Version1 | 16 | 5 | 0 | 5 | 80 | 1 | 11 | 0 | 0 | 1 | 5 | 0 | Posed | EPC/Obs/Smi/Smi/Smi; South Asian men | Unknown | - | |||||||||
5 | FACES Database | FACES | https://faces.mpdl.mpg.de/imeji/ | 1 | 6 | 3 | 3 | 72 | 1 | 0 | 0 | 1 | 2 | 10 | 1 | Posed | Subset available without requesting access; Afr/Ang/Dis/Hap/Sad | 10.3758/BRM.42.1.351 | - | ||||||||
6 | Multi-Racial Mega-Resolution Database of Facial Stimuli | MR2 | http://ninastrohminger.com/the-mr2 | 1 | 75 | 41 | 34 | 75 | 1 | 1 | 1 | 0 | 1 | 0 | 1 | Posed | - | 10.3758/s13428-015-0641-9 | - | ||||||||
7 | Japanese Female Facial Expression Database | JaFFE | http://www.kasrl.org/jaffe.html | 1 | 10 | 10 | 0 | 217 | 2 | 1 | 0 | 0 | 1 | 6 | 1 | Posed / Spontaneous | Japenese women | 10.1109/34.817413 | - | ||||||||
8 | Yale Face Database | http://vision.ucsd.edu/content/yale-face-database | 11 | 15 | 1 | 14 | 165 | 2 | 1 | 1 | 1 | 3 | 7 | 1 | Posed | Epc/Hap/Lit/Lit/Obs/Sad/Slp | Belhumeur, P., Hespanha, J., Kriegman, D. (1997, July). Eigenfaces vs. Fisherfaces: Recognition Using Class Specific Linear Projection. IEEE Transactions on Pattern Analysis and Machine Intelligence, 711-720. | - | |||||||||
9 | Facial Masculinity Study | https://osf.io/9b4y7/ | 8 | 20 | 10 | 10 | 160 | 2 | 1 | 0 | 0 | 8 | 0 | 1 | Posed | Mor2/Mor2/Mor2/Mor2 x High/Low (Average/Health/Sexual Dimorphism/Symmetry) | 10.1177/0956797618760197 | - | |||||||||
10 | CAlifornia Facial Expressions Dataset | CAFE | http://cseweb.ucsd.edu/~gary/CAFE/ | 8 | 24 | 17 | 7 | 139 | 2 | 1 | 2 | 2 | 2 | 6 | 0 | Posed | Ang/Dis/Hap/Hap/Sad/Sur/Sur | Dailey, M.N., Cottrell, G.W., & Reilly, J. (2001). CAlifornia Facial Expressions (CAFE). [http://www.cs.ucsd.edu/users/gary/CAFE/] La Jolla, CA: Computer Science and Engineering Department, UCSD. | - | ||||||||
11 | IMM Face Database | IMM | http://www.imm.dtu.dk/~aam/datasets/datasets.html | 1 | 40 | 7 | 33 | 240 | 2 | 3 | 0 | 1 | 1 | 3 | 1 | Posed | Hap/Lit/Rdm | 10.1109/TMI.2003.817780 | - | ||||||||
12 | Heads Stimulus Set | http://psiexp.ss.uci.edu/research/papers/morphzip2.zip | 2 | 62 | 0 | 62 | 184 | 2 | 1 | 1 | 1 | 1 | 1 | 1 | Posed / Morphs | Bald headed men; Mor | 10.1037/0096-3445.130.1.116 | - | |||||||||
13 | Project Implicit Demo Website Datasets | http://www.projectimplicit.net/stimuli.html | 7 | 90 | 34 | 56 | 184 | 2 | 1 | 1 | 1 | 2 | 5 | 0 | Posed / Spontaneous | 1Smi/Mor; 2 sets politicians, 2 sketches, 1 classic; weight bodies and BW presidents on OSF | 10.1080/10463280701489053 | ||||||||||
14 | Bogazici Face Database | BFD | http://journals.plos.org/plosone/article?id=10.1371/journal.pone.0192018 | 1 | 264 | 149 | 115 | 264 | 2 | 1 | 0 | 0 | 1 | 0 | 1 | Posed | Turkish, early 20's; Set includes webmorph landmarks | 10.1371/journal.pone.0192018 | - | ||||||||
15 | MMI Facial Expression Database | MMI | https://mmifacedb.eu/collections/ | 1 | 5 | 1 | 4 | 491 | 3 | 98 | 0 | 0 | 0 | 98 | 1 | Posed | Images Only subet - different numbers/types of stim across collections; xmls for details | Valstar, M.F., & Pantic, M. (2010, May). Induced Disgust, Happiness and Surprise: an Addition to the MMI Facial Expression Database. Proc. International Language Resources and Evaluation Conference, Malta. | - | ||||||||
16 | Montreal Set of Facial Displays of Emotion | MSFDE | http://www.psychophysiolab.com/en/msfde.php | 2 | 10 | 5 | 5 | 583 | 3 | 1 | 1 | 0 | 1 | 6 | 1 | Posed / Morphs | Ang/Emb/Dis/Hap/Sad/Sur; xmls for details | 10.1177/0022022104273656 | - | ||||||||
17 | Caltech Faces | http://www.vision.caltech.edu/html-files/archive.html | 1 | 29 | 12 | 17 | 450 | 3 | 1 | 1 | 1 | 1 | 0 | Posed | Multiple indoor and outdoor shots | Unknown | - | ||||||||||
18 | IAM Faces Database | http://www.fki.inf.unibe.ch/databases/iam-faces-database | 1 | 30 | 0 | 30 | 710 | 3 | 13 | 1 | 0 | 1 | 0 | 0 | Posed | Some subects frontal, some profile | Unknown | - | |||||||||
19 | The Database of Faces | ORL | https://www.cl.cam.ac.uk/research/dtg/attarchive/facedatabase.html | 1 | 40 | 400 | 3 | 10 | 1 | 1 | 1 | 0 | 0 | Posed | Sometimes expressive; predominantly white, college-aged | 10.1109/CVPR.2004.315 | - | ||||||||||
20 | Young Adult White Faces with Manipulated Versions | https://figshare.com/articles/Young_Adult_White_Faces_with_Manipulated_Versions/4220517 | 2 | 40 | 20 | 20 | 648 | 3 | 1 | 1 | 0 | 1 | 1 | 1 | Posed | Young adults, predominantly white; WebMorph data | 10.6084/m9.figshare.4220517.v1 | - | |||||||||
21 | Basel Face Database | BFD | https://bfd.unibas.ch/en/ | 3 | 40 | 22 | 18 | 600 | 3 | 1 | 2 | 0 | 1 | 2 | 1 | Posed / Morphs | Mor2 | 10.1371/journal.pone.0193190 | - | ||||||||
22 | NIMH Child Emotional Faces Picture Set | NIMH-ChEFS | http://devepi.duhs.duke.edu/NIMH_Pictures.html | 10 | 60 | 40 | 20 | 482 | 3 | 2 | 1 | 0 | 2 | 8 | 1 | Posed | Afr/Ang/Hap/Sad | 10.1002/mpr.343 | - | ||||||||
23 | Computer Vision Laboratory Face Database | CVL | http://www.lrv.fri.uni-lj.si/facedb.html | 1 | 114 | 6 | 108 | 797 | 3 | 5 | 0 | 1 | 1 | 2 | 1 | Posed | Smi/Smi; Caucasian, mostly early 20's | Peer, P., Emersic, Z., Bule, J., Zganec, G. (2014). Strategies for exploiting independent cloud implementations of biometric experts in multibiometric scenarios. Mathematical problems in engineering, 1-15. | - | ||||||||
24 | Developmental Emotional Faces Stimulus Set | DEFSS | https://reflectionsciences.com/resources/researchers/ | 5 | 116 | 73 | 43 | 404 | 3 | 1 | 1 | 1 | 1 | 4 | 1 | Posed | Afr/Ang/Hap/Sad; ages 8-30, predominantly white | 10.3758/s13428-016-0756-7 | - | ||||||||
25 | Gur Lab 2D Facial Emotional Stimuli | Gur | https://www.med.upenn.edu/bbl/2dfaces.html | 9 | 174 | 368 | 3 | 1 | 1 | 1 | 2 | 7 | 1 | Posed | Afr2/Ang2/Dis/Hap3/Sad3 | 10.1016/S0893-133X(01)00278-0 10.1016/0165-1781(92)90115-J 10.1016/S0165-0270(02)00006-7 | - | ||||||||||
26 | Oslo Face Database | https://sirileknes.com/oslo-face-database/ | 3 | 187 | 103 | 84 | 642 | 3 | 1 | 1 | 0 | 3 | 0 | 1 | Posed | 3 gaze directions | 10.1038/mp.2014.1 | - | |||||||||
27 | ibug 300 Faces In-the-Wild Challenge | https://ibug.doc.ic.ac.uk/resources/300-W/ | 2 | 600 | 3 | 1 | 1 | 1 | 0 | Wild | Indoor/Outdoor | 10.1109/ICCVW.2013.59 | - | ||||||||||||||
28 | Head Pose Image Database | http://www-prima.inrialpes.fr/Pointing04/data-face.html | 1 | 15 | 2 | 13 | 2820 | 4 | 186 | 0 | 0 | 1 | 0 | 0 | Posed | - | Gourier, N., Hall, D., & J. L. Crowley, J.L. (2004). Estimating Face Orientation from Robust Detection of Salient Facial Features. Proc. Pointing 2004, ICPR, International Workshop on Visual Observation of Deictic Gestures. | - | |||||||||
29 | Racial Bias in Pain Recognition | https://osf.io/dmqy9/ | 2 | 30 | 0 | 30 | 1835 | 4 | 1 | 1 | 0 | 1 | 1 | 1 | Posed / Morphs | 2Mor; from neutral to pain expression with variety of preprocessing steps | 10.31234/osf.io/xkufm | ||||||||||
30 | Georgia Tech Face Database | http://www.anefian.com/research/face_reco.htm | 1 | 50 | 7 | 43 | 1500 | 4 | 15 | 1 | 1 | 1 | 0 | Posed | Labels | 10.1117/12.263232 | - | ||||||||||
31 | Face Research Lab London Set | https://figshare.com/articles/Face_Research_Lab_London_Set/5047666 | 2 | 102 | 49 | 53 | 1122 | 4 | 5 | 1 | 1 | 1 | 1 | 1 | Posed | Predominantly white | 10.6084/m9.figshare.5047666.v3 | - | |||||||||
32 | SiblingsDB Database | https://areeweb.polito.it/ricerca/cgvg/siblingsDB.html | 1 | 184 | 1158 | 4 | 4 | 0 | 1 | 1 | 0 | 1 | Posed | Siblings | 0.1007/s00371-013-0884-3 | - | |||||||||||
33 | Chinese University of Hong Kong Face Sketch Database | CUHK | http://mmlab.ie.cuhk.edu.hk/archive/facesketch.html | 2 | 188 | 54 | 134 | 1588 | 4 | 1 | 0 | 0 | 1 | 0 | 0 | Posed | Chinese adults; also includes face sketches | Martinez, A.M., & Benavente, R. (1998, June). The AR Face Database. CVC Technical Report #24. | - | ||||||||
34 | Faculty of Industrial Engineering Face Database | FEI | https://fei.edu.br/~cet/facedatabase.html | 14 | 200 | 100 | 100 | 2800 | 4 | 11 | 1 | 1 | 1 | 2 | 1 | Posed | Lit2/Smi; some infor about stim on website | de Oliveira Junior, L.L., & Thomaz, C.E. (2006, June). "aptura e Alinhamento de Imagens: Um Banco de Faces Brasileiro. Undergraduate Technical Report (in Portuguese), Department of Electrical Engineering, FEI. | - | ||||||||
35 | Milborrow / University of Cape Town Face Database | MUCT | http://www.milbo.org/muct/ | 3 | 276 | 3755 | 4 | 5 | 1 | 1 | 2 | 1 | 0 | Posed | Smi; landmarks | Milborrow, S., Morkel, J., & Nicolls, F. (2010). The MUCT Landmarked Face Database. Pattern Recognition Association of South Africa. | - | ||||||||||
36 | Psychological Image Collection | PICS | http://pics.stir.ac.uk/ | 9 | 397 | 159 | 238 | 2825 | 4 | 5 | 1 | 1 | 9 | 9 | 0 | Posed | Dis/Obs(cap)/Smi4/Sur/Pai; wide variation btwn sets & w/in (e.g., # poses); Mooney faces | Acknowledgement is requested (include URL: ics.stir.ac.uk) | - | ||||||||
37 | Chicago Face Database | CFD | http://faculty.chicagobooth.edu/bernd.wittenbrink/cfd/index.html | 5 | 597 | 307 | 290 | 1207 | 4 | 1 | 1 | 1 | 1 | 4 | 1 | Posed | Ang/Afr/Hap/Hap | 10.3758/s13428-014-0532-5 | - | ||||||||
38 | Large Age-Gap Database | LAG | http://www.ivl.disco.unimib.it/activities/large-age-gap-face-verification/ | 1 | 1010 | 3828 | 4 | 1 | 1 | 0 | Wild | Young and old photos of the same person | arXiv:1602.06149 | - | |||||||||||||
39 | Kinship Face in the Wild | KinFaceW | http://www.kinfacew.com/index.html | 1 | 1066 | 562 | 504 | 1066 | 4 | 1 | 1 | 0 | Wild | Parent-offspring photograph pairs | 10.1109/TPAMI.2013.134 | - | |||||||||||
40 | NIST Mugshot Identification Database | https://www.nist.gov/srd/nist-special-database-18 | 1 | 1573 | 78 | 1495 | 3248 | 4 | 2 | 1 | 1 | 1 | 0 | 1 | Posed | Mugshots varying in recency | 10.18434/T4159S | - | |||||||||
41 | Static Facial Expressions in the Wild Database | SFEW | https://cs.anu.edu.au/few/AFEW.html | 3 | 3460 | 4 | 1 | 1 | 1 | 5 | 0 | Wild | Test/Train/Val; Afr/Ang/Dis/Sur | 10.1109/ICCVW.2011.6130508 | - | ||||||||||||
42 | MIT Center for Biological & Computational Learning Face Data Set | CBCL FD | http://cbcl.mit.edu/software-datasets/heisele/facerecognition-database.html | 3 | 10 | 3 | 7 | 5329 | 5 | 200 | 1 | 0 | 2 | 1 | 0 | Posed | CGI | 10.1109/CVPR.2004.315 | - | ||||||||
43 | Radboud Faces Database | RaFD | http://www.socsci.ru.nl:8180/RaFD2/RaFD | 1 | 67 | 25 | 42 | 8040 | 5 | 15 | 1 | 1 | 1 | 7 | 1 | Posed | Afr/Ang/Cnt/Dis/Hap/Sad/Sur | 10.1080/02699930903485076 | - | ||||||||
44 | Karolinska Directed Emotional Faces | KDEF | http://www.emotionlab.se/resources/kdef | 2 | 70 | 35 | 35 | 5246 | 5 | 5 | 0 | 0 | 2 | 12 | 1 | Posed | Cropped/Chimeric; Afr/Ang/Dis/Hap/Sad/Sur; Caucasian; stim info available from Todorov lab (IIRC, this comes with the Todorov lab stim download) | Lundqvist, D., Flykt, A., & Öhman, A. (1998). The Karolinska Directed Emotional Faces - KDEF, CD ROM from Department of Clinical Neuroscience, Psychology section, Karolinska Institutet, ISBN 91-630-7164-9. Lundqvist, D., & Litton, J. E. (1998). The Averaged Karolinska Directed Emotional Faces - AKDEF. CD-ROM from Department of Clinical Neuroscience, Psychology Section, Karolinska Institutet, ISBN 91-630-7164-9. | - | ||||||||
45 | CIE Biometrics PUT Face Database | PUT FD | http://biometrics.put.poznan.pl/put-face-database/ | 1 | 100 | 11 | 89 | 9181 | 5 | 92 | 0 | 1 | 1 | 0 | 0 | Posed | Video stills; sometimes expressive; photo # varies by sub; contours, landmarks | Kasiński, A., Florek, A., & Schmidt, A. (2008). The PUT face database. Image Processing & Communications, 13(3-4), 59-64. | - | ||||||||
46 | AR Face Database | http://www2.ece.ohio-state.edu/~aleix/ARdatabase.html | 26 | 126 | 56 | 70 | 5966 | 5 | 1 | 0 | 0 | 2 | 24 | 1 | Posed | Ang/Lit3/Obs2/Obs-Lit3/Scr/Smi x 2 time points | Martinez, A.M., & Benavente, R. (1998, June). The AR Face Database. CVC Technical Report #24. | - | |||||||||
47 | Face Place | http://wiki.cnbc.cmu.edu/Face_Place | 4 | 235 | 143 | 92 | 6574 | 5 | 16 | 1 | 1 | 2 | 2 | 1 | Posed | Obs2 | 10.1080/13506285.2012.654624 | - | |||||||||
48 | Glasgow Unfamiliar Face Database | GUFD | http://www.facevar.com/glasgow-unfamiliar-face-database | 2 | 304 | 133 | 171 | 6666 | 5 | 20 | 1 | 1 | 1 | 0 | 1 | Posed / Spontaneous | Sometimes expressive | 10.3758/BRM.42.1.286 | - | ||||||||
49 | Collection of Facial Images | CoFI | https://cswww.essex.ac.uk/mv/allfaces/index.html | 4 | 394 | 58 | 336 | 7934 | 5 | 20 | 1 | 1 | 1 | 0 | 1 | Posed / Spontaneous | Video stills; sometimes expressive | Acknowledgement is requested | - | ||||||||
50 | Todorov Lab | http://tlab.princeton.edu/databases/ | 15 | 547 | 7100 | 5 | 1 | 0 | 0 | 15 | 1 | Posed / Morphs | Mor13/Smi2; non-morphs are headshots of (predominantly white) politicians | 10.1037/a0032335 10.1073pnas.0805664105 10.1109/MSP.2010.940006 10.1111/j.1751-9004.2011.00389.x | - | ||||||||||||
51 | Unconstrained Facial Images | http://ufi.kiv.zcu.cz/ | 2 | 605 | 9801 | 5 | 1 | 1 | 0 | Wild | Test/Train | 10.1007/978-3-319-27101-9_26 | - | ||||||||||||||
52 | Labeled Face Parts in the Wild Dataset | LFPW | https://neerajkumar.org/databases/lfpw/ | 1 | 5722 | 5 | 1 | 1 | 0 | Wild | CSVs with links to images | 10.1109/TPAMI.2013.23 | - | ||||||||||||||
53 | Extended Yale Face Database B | http://vision.ucsd.edu/~leekc/ExtYaleDatabase/ExtYaleB.html | 1 | 38 | 8 | 30 | 16128 | 6 | 9 | 1 | 0 | 1 | 0 | 0 | Posed | Lit64 | 10.1109/34.927464 | - | |||||||||
54 | PubFig83 | http://vision.seas.harvard.edu/pubfig83/ | 1 | 83 | 42 | 41 | 13838 | 6 | 1 | 1 | 0 | Wild | L3 Prime descriptors | 10.1109/CVPRW.2011.5981788 | - | ||||||||||||
55 | Indian Movie Face Database | IMFDB | http://cvit.iiit.ac.in/projects/IMFDB/ | 1 | 100 | 34512 | 6 | 0 | 1 | 1 | Wild | - | 10.1109/NCVPRIPG.2013.6776225 | - | |||||||||||||
56 | Specs on Faces DatasetSpecs on Faces Dataset | SoF | https://sites.google.com/view/sof-dataset | 1 | 112 | 46 | 66 | 42592 | 6 | 1 | 1 | 1 | Posed | People wearing glasses either outside or in; men and women living in Egypt | arXiv:1706.04277 | - | |||||||||||
57 | Extended Cohn-Kanade Dataset | CK / CK+ | http://www.consortium.ri.cmu.edu/ckagree/ | 1 | 123 | 86 | 37 | 10708 | 6 | 1 | 1 | 0 | 1 | 1 | 1 | Posed / Spontaneous | Video stills; Landmarks, emotion & action coding | 10.1109/CVPRW.2010.5543262 | - | ||||||||
58 | PubFig | http://www.cs.columbia.edu/CAVE/databases/pubfig/ | 1 | 200 | 58797 | 6 | 1 | 1 | 0 | Wild | Test/Train; flat text documents with links to images | 10.1109/ICCV.2009.5459250 | - | ||||||||||||||
59 | Center for Vital Longevity / Park Lab Face Database | CVL | http://agingmind.utdallas.edu/download-stimuli/face-database/ | 9 | 580 | 352 | 228 | 19154 | 6 | 1 | 1 | 1 | 1 | 8 | 1 | Posed | Ang/Ann/Dis/Gru/Hap/Mor/Sad/Sur; Two sets of stim info | 10.3758/BF03206543 | - | ||||||||
60 | NIST Facial Recognition Technology Database | FERET | https://www.nist.gov/itl/iad/image-group/color-feret-database | 1 | 994 | 11338 | 6 | 13 | 1 | 1 | 1 | Posed | - | 10.1016/S0262-8856(97)00070-X | - | ||||||||||||
61 | CyberExtruder Ultimate Face Matching Data Set | https://cyberextruder.com/face-matching-data-set-download/ | 1 | 1000 | 10205 | 6 | 1 | 1 | 1 | 0 | Wild | Sometimes expressive | Unknown | - | |||||||||||||
62 | OUI-Adience Face Image Project | https://talhassner.github.io/home/projects/Adience/Adience-data.html | 1 | 2284 | 38740 | 6 | 1 | 1 | 1 | Wild | - | 10.1109/TIFS.2014.2359646 | - | ||||||||||||||
63 | FaceTracer Database | http://www.cs.columbia.edu/CAVE/databases/facetracer/ | 1 | 15000 | 6 | 1 | 1 | 1 | Wild | Flat text documents with links to images | 10.1007/978-3-540-88693-8_25 | - | |||||||||||||||
64 | Annotated Facial Landmarks in the Wild | AFLW | https://www.tugraz.at/institute/icg/research/team-bischof/lrs/downloads/aflw/ | 1 | 25993 | 6 | 1 | 1 | 0 | Wild | - | 10.1109/ICCVW.2011.6130513 | - | ||||||||||||||
65 | Multimedia Understanding Group Facial Expression Database | MUG | https://mug.ee.auth.gr/fed/ | 1 | 52 | 30 | 22 | 140300 | 7 | 0 | 0 | 1 | 6 | 0 | Posed | Afr/Ang/Dis/Hap/Sad/Sur | Acknowledgement is requested | - | |||||||||
66 | Natural Visible and Infrared facial Expression Database | NVIE | http://nvie.ustc.edu.cn/index.html | 4 | 102 | 280085 | 7 | 0 | 0 | 2 | 0 | 0 | Posed / Spontaneous | Lit2(infrared, visible) x Obs(glasses); sometimes expressive | Unknown | - | |||||||||||
67 | FaceScrub | http://vintage.winklerbros.net/facescrub.html | 1 | 530 | 265 | 265 | 106862 | 7 | 1 | 1 | 0 | Wild | Flat text documents with links to images | Ng, H.W., & Winkler, S. (2014, October). A data-driven approach to cleaning large face datasets. Paper presented at Proc. IEEE International Conference on Image Processing (ICIP), Paris, France. | - | ||||||||||||
68 | Labeled Faces in the Wild | LFW | http://vis-www.cs.umass.edu/lfw/ | 1 | 5748 | 1480 | 4268 | 151116 | 7 | 1 | 1 | 1 | Wild | Deep Funneled/Superpixels Fine/Aligned/Crop | 10.1007/978-3-319-25958-1_8 | - | |||||||||||
69 | CASIA WebFace | cliffworkmanphd(at)gmail.com | 1 | 10575 | 494414 | 7 | 1 | 1 | 1 | 1 | 0 | Wild | Archive sent by individual unaffiliated with CASIA WebFace | Unknown | - | ||||||||||||
70 | AffectNet | http://mohammadmahoor.com/affectnet/ | 1 | 1000000 | 7 | 1 | 1 | 1 | 7 | 1 | Wild | File is too large to extract locally; Afr/Ang/Hap/Sad/Sur/Dis/Con | Mollahosseini, A., Hasani, B., & Mahoor, M.H. (2017). AffectNet: A New Database for Facial Expression, Valence, and Arousal Computation in the Wild. IEEE Transactions on Affective Computing. | - | |||||||||||||
71 | |||||||||||||||||||||||||||
72 | ONLY AVAILABLE TO FACULTY / INSTITUTION / OTHER RESTRICTION | - | |||||||||||||||||||||||||
73 | Pictures of Facial Affect | POFA | https://www.paulekman.com/product/pictures-of-facial-affect-pofa/ | 1 | 14 | 8 | 6 | 110 | 2 | 1 | 0 | 1 | 1 | 10 | 1 | Posed | $$$ | Ekman, P., & Friesen W.V. (1976). Pictures of Facial Affect. San Francisco, CA: Human Interaction Laboratory, University of California Medical Center. | - | ||||||||
74 | Humintell For Use in Research | JACFEE & JACNeuF | https://www.humintell.com/for-use-in-research/ | 3 | 112 | 56 | 56 | 112 | 2 | 1 | 1 | 0 | 2 | 130 | 1 | Posed | $$$ | Unknown | - | ||||||||
75 | Amsterdam Dynamic Facial Expression Set | ADFES | http://aice.uva.nl/research-tools/adfes-stimulus-set/adfes-stimulus-set.html | 13 | 22 | 10 | 12 | 648 | 3 | 5 | 1 | 4 | 9 | Posed | Faculty; Afr/Ang/Con/Dis/Emb/Hap/Pri/Sad/Sur | Unknown | - | ||||||||||
76 | NimStim | http://www.macbrain.org/resources.htm | 16 | 43 | 18 | 25 | 672 | 3 | 1 | 1 | 0 | 4 | 12 | 1 | Posed | Faculty; Afr2/Ang2/Dis2/Hap3/Sad2/Sur | 10.1016/j.psychres.2008.05.006 | - | |||||||||
77 | Dartmouth Database of Children's Faces | DDCF | http://www.faceblind.org/social_perception/K_Dalrymple/DDCF.html | 1 | 80 | 40 | 40 | 3200 | 4 | 5 | 1 | 0 | 1 | 7 | 1 | Posed | Institution; Afr/Ang/Dis/Hap2/Sad/Sur; predominantly white | 10.1371/journal.pone.0079131 | - | ||||||||
78 | Child Affective Face Set | CAFE | https://www.childstudycenter-rutgers.com/the-child-affective-facial-expression-se | 7 | 154 | 90 | 64 | 1192 | 4 | 1 | 1 | 0 | 1 | 6 | 1 | Posed | Institution; Afr/Ang/Dis/Hap/Sad/Sur | 10.3389/fpsyg.2014.01532 | - | ||||||||
79 | FACES Database | FACES | https://faces.mpdl.mpg.de/imeji/ | 1 | 171 | 85 | 86 | 2052 | 4 | 1 | 0 | 1 | 2 | 10 | 1 | Posed | Faculty; Afr/Ang/Dis/Hap/Sad x 2 | 10.3758/BRM.42.1.351 | - | ||||||||
80 | Iranian Face Database | IFDB | http://www.iranprc.org/en/ifdb.php | 9 | 616 | 129 | 487 | 3600 | 4 | 6 | 0 | 1 | 1 | 3 | 1 | Posed | Institution; Ang/Obs/Smi | Unknown | - | ||||||||
81 | Chinese Academy of Science-Pose, Expression, Accessory, and Lighting Face Database | CAS-PEAL | http://www.jdl.ac.cn/peal/ | 26 | 1040 | 595 | 445 | 99594 | 6 | 9 | 0 | 5 | Posed | Faculty; Lit15/Obs6; emotional expressions not specified | 10.1109/TSMCA.2007.909557 | - | |||||||||||
82 | UNCW MORPH Database | https://ebill.uncw.edu/C20231_ustores/web/classic/product_detail.jsp?PRODUCTID=8 | 1 | 13618 | 11459 | 2159 | 55134 | 6 | 1 | 1 | 1 | 1 | 0 | 1 | Posed | $$$; sometimes expressive | Unknown | - | |||||||||
83 | Carnegie Melon University Multi-PIE Face Database | http://www.flintbox.com/public/project/4742/ | 1 | 337 | 235 | 102 | 755370 | 7 | 15 | 1 | 1 | 1 | Posed | $$$; NonNEUT include Dis/EPC/Smi/Sur/Scr | Unknown | - | |||||||||||
84 | University of Oulu Physics-Based Face Database | PBFD | http://www.cse.oulu.fi/CMV/Downloads/Pbfd | 1 | 125 | 1 | 16 | Posed | $$$ | 10.1117/1.482722 | - | ||||||||||||||||
85 | Surveillance Cameras Face Database | Scface | http://www.scface.org/ | 1 | 130 | 115 | 15 | 4160 | 4 | 8 | 0 | 1 | 1 | Posed / Spontaneous | Institution | 10.1007/s11042-009-0417-2 | - | ||||||||||
86 | Extended M2VTS Database | XM2FDB | http://www.ee.surrey.ac.uk/CVSSP/xm2vtsdb/ | 4 | 295 | 1180 | 4 | 1 | Posed / Spontaneous | $$$ | Unknown | - | |||||||||||||||
87 | UvA-NEMO Smile Database | http://www.uva-nemo.org/ | 2 | 400 | 185 | 215 | 1240 | 4 | 1 | 1 | 0 | 2 | Posed / Spontaneous | Faculty | 10.1109/TMM.2015.2394777 | - | |||||||||||
88 | Makeup Datasets | http://www.antitza.com/makeup-datasets.html | 4 | 541 | 541 | 0 | 1604 | 4 | 1 | 1 | 0 | Posed / Wild | Must request specific database; Obs(makeup w/&w/o)/CGI(makeup); predominanty Caucasian | 10.1109/BTAS.2012.6374605 10.1109/ICB.2013.6612994 10.1016/j.inffus.2015.09.005 10.1109/ISBA.2017.7947686 | - | ||||||||||||
89 | 10k US Adult Faces Database | http://wilmabainbridge.com/facememorability2.html | 1 | 10168 | 5806 | 4362 | 10168 | 6 | 1 | 1 | 1 | Wild | Faculty | 10.1037/a0033872 | - | ||||||||||||
90 | IST-EURECOM Light Field Face Database | http://www.img.lx.it.pt/LFFD/ http://lffd.eurecom.fr/ | 2 | 100 | 2000 | 4 | Institution | 10.1109/IWBF.2017.7935086 | - | ||||||||||||||||||
91 | Computer Vision Research Laboratory Biometric Data Sets | CVRL | https://sites.google.com/a/nd.edu/public-cvrl/data-sets | 5 | Institution; 5 datasets totalling ~278 gigs | 10.1073/pnas.1721355115 | - | ||||||||||||||||||||
92 | |||||||||||||||||||||||||||
93 | ACCESS REQUESTED BUT NO REPLY YET | - | |||||||||||||||||||||||||
94 | VISGRAF Faces Database | FacesDB | http://app.visgraf.impa.br/database/faces/ | 16 | 38 | 11 | 27 | > 456 | 7 | 1 | 3 | 7 | 1 | Posed | Attempt: 2 (10/27/2018); Afr/Ang/Dis/Hap/Kis/Sad/Sur; landmarks | Unknown | - | ||||||||||
95 | Investigative Interviewing Research Laboratory Face Stimuli | http://iilab.utep.edu/stimuli.htm | 1 | 160 | 0 | 160 | 160 | 1 | 1 | 0 | 1 | 0 | 0 | Posed | Attempt: 3 (10/27/2018); # are best avail info | 10.1002/acp.1097 | - | ||||||||||
96 | |||||||||||||||||||||||||||
97 | DEAD LINK / NO LONGER UNAVAILABLE | - | |||||||||||||||||||||||||
98 | BARTA Database | http://ll2boltonacuk.wix.com/barta | Auto-redirect | - | |||||||||||||||||||||||
99 | Face Recognition and Artificial Vision 2D Database | FRAV2D | http://www.frav.es/index.php/en/ | Auto-redirect | - | ||||||||||||||||||||||
100 | UCD Colour Face Image Database for Face Detection | http://ee.ucd.ie/~prag/ | Auto-redirect | - |