{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,26]],"date-time":"2026-02-26T16:08:52Z","timestamp":1772122132906,"version":"3.50.1"},"reference-count":38,"publisher":"IEEE","license":[{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2019,9,1]],"date-time":"2019-09-01T00:00:00Z","timestamp":1567296000000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2019,9]]},"DOI":"10.1109\/btas46853.2019.9185975","type":"proceedings-article","created":{"date-parts":[[2020,9,3]],"date-time":"2020-09-03T19:36:18Z","timestamp":1599161778000},"page":"1-8","source":"Crossref","is-referenced-by-count":24,"title":["Reliable Age and Gender Estimation from Face Images: Stating the Confidence of Model Predictions"],"prefix":"10.1109","author":[{"given":"Philipp","family":"Terhorst","sequence":"first","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Marco","family":"Huber","sequence":"additional","affiliation":[{"name":"TU Darmstadt,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Jan Niklas","family":"Kolf","sequence":"additional","affiliation":[{"name":"TU Darmstadt,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Ines","family":"Zelch","sequence":"additional","affiliation":[{"name":"TU Darmstadt,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Naser","family":"Damer","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Florian","family":"Kirchbuchner","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]},{"given":"Arjan","family":"Kuijper","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}],"role":[{"role":"author","vocabulary":"crossref"}]}],"member":"263","reference":[{"key":"ref38","article-title":"Joint face detection and alignment using multi-task cascaded convolutional networks","volume":"abs 1604 2878","author":"zhang","year":"2016","journal-title":"CoRR"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/SSCI.2015.37"},{"key":"ref32","first-page":"417","article-title":"Gender recognition from face images with local WLD descriptor","author":"ullah","year":"2012","journal-title":"2012 19th International Conference on Systems Signals and Image Processing (IWSSIP) IWSSIP"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/IWBF.2018.8401554"},{"key":"ref30","article-title":"Minutiae-based gender estimation for full and partial fingerprints of arbitrary size and shape","author":"terh\u00f6rst","year":"2018","journal-title":"14th Asian Conference on Computer Vision Perth Australia"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2018.8698583"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1016\/j.compeleceng.2018.04.012"},{"key":"ref35","article-title":"Age estimation by multi-scale convolutional network","author":"yi","year":"2014","journal-title":"ACCV"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2015.77"},{"key":"ref10","author":"han","year":"2014","journal-title":"Age gender and race estimation from unconstrained face images"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2738004"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2013.6613022"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2014.2362759"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2015.06.006"},{"key":"ref15","article-title":"Batch normalization: Accelerating deep network training by reducing internal covariate shift","author":"ioffe","year":"2015","journal-title":"32Nd International Conference on International Conference on Machine Learning ICML’15"},{"key":"ref16","first-page":"5542","article-title":"To trust or not to trust a classifier","author":"jiang","year":"2018","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref17","article-title":"Adam: A method for stochastic optimization","volume":"abs 1412 6980","author":"kingma","year":"2014","journal-title":"CoRR"},{"key":"ref18","first-page":"3474","article-title":"Calibrated structured prediction","author":"kuleshov","year":"2015","journal-title":"Advances in Neural IInformation Processing Systems"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1006\/cviu.1997.0549"},{"key":"ref28","article-title":"Deep regression forests for age estimation","volume":"abs 1712 7195","author":"shen","year":"2017","journal-title":"CoRR"},{"key":"ref4","first-page":"1050","article-title":"Dropout as a bayesian approximation: Representing model uncertainty in deep learning","author":"gal","year":"2016","journal-title":"Proceedings of the 33rd International Conference on International Conference on Machine Learning - Volume 48 ICML’16"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2011.05.016"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2014.2359646"},{"key":"ref6","article-title":"On calibration of modern neural networks","volume":"abs 1706 4599","author":"guo","year":"2017","journal-title":"CoRR"},{"key":"ref29","article-title":"Dropout: A simple way to prevent neural networks from overfitting","author":"srivastava","year":"2014","journal-title":"J Mach Learn Res"},{"key":"ref5","article-title":"Sexnet: A neural network identifies sex from human faces","author":"golomb","year":"1991","journal-title":"Advances in Neural Information Processing Systems 3"},{"key":"ref8","article-title":"MS-Celeb-1M: A dataset and benchmark for large scale face recognition","author":"guo","year":"2016","journal-title":"European Conference on Computer Vision"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2013.6553737"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2480381"},{"key":"ref9","article-title":"Ms-celeb-1m: A dataset and benchmark for large-scale face recognition","volume":"abs 1607 8221","author":"guo","year":"2016","journal-title":"CoRR"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2016.7791154"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2015.7301352"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2015.11.015"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2017.2746062"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.06.028"},{"key":"ref23","article-title":"Deep neural networks are easily fooled: High confidence predictions for unrecognizable images","volume":"abs 1412 1897","author":"nguyen","year":"2014","journal-title":"CoRR"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1007\/s11263-016-0940-3"}],"event":{"name":"2019 IEEE 10th International Conference on Biometrics Theory, Applications and Systems (BTAS)","location":"Tampa, FL, USA","start":{"date-parts":[[2019,9,23]]},"end":{"date-parts":[[2019,9,26]]}},"container-title":["2019 IEEE 10th International Conference on Biometrics Theory, Applications and Systems (BTAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/9179990\/9185969\/09185975.pdf?arnumber=9185975","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,7,19]],"date-time":"2022-07-19T16:18:39Z","timestamp":1658247519000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9185975\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2019,9]]},"references-count":38,"URL":"https:\/\/doi.org\/10.1109\/btas46853.2019.9185975","relation":{},"subject":[],"published":{"date-parts":[[2019,9]]}}}