{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,30]],"date-time":"2024-10-30T02:28:26Z","timestamp":1730255306850,"version":"3.28.0"},"reference-count":41,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,8]]},"DOI":"10.1109\/icpr.2018.8545037","type":"proceedings-article","created":{"date-parts":[[2018,11,30]],"date-time":"2018-11-30T00:17:38Z","timestamp":1543537058000},"page":"3445-3450","source":"Crossref","is-referenced-by-count":9,"title":["Deep Learning-based Face Recognition and the Robustness to Perspective Distortion"],"prefix":"10.1109","author":[{"given":"Naser","family":"Damer","sequence":"first","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany"}]},{"given":"Yaza","family":"Wainakh","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany"}]},{"given":"Olaf","family":"Henniger","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany"}]},{"given":"Christian","family":"Croll","sequence":"additional","affiliation":[{"name":"KIS PhotoMe Group, Echirolles, France"}]},{"given":"Benoit","family":"Berthe","sequence":"additional","affiliation":[{"name":"IDEMIA, Colombes, France"}]},{"given":"Andreas","family":"Braun","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany"}]},{"given":"Arjan","family":"Kuijper","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD, Darmstadt, Germany"}]}],"member":"263","reference":[{"year":"0","author":"karpathy","journal-title":"CS231n Convolutional Neural Networks for Visual Recognition","key":"ref39"},{"key":"ref38","first-page":"1929","article-title":"Dropout: a simple way to prevent neural networks from overfitting","volume":"15","author":"srivastava","year":"2014","journal-title":"Journal of Machine Learning Research"},{"key":"ref33","first-page":"4278","article-title":"Inception-v4, inception-resnet and the impact of residual connections on learning","author":"szegedy","year":"2017","journal-title":"Proc of the Thirtieth AAAI Conference on Artificial Intelligence"},{"doi-asserted-by":"publisher","key":"ref32","DOI":"10.1109\/CVPR.2016.308"},{"doi-asserted-by":"publisher","key":"ref31","DOI":"10.1109\/CVPR.2015.7298594"},{"year":"2016","author":"amos","journal-title":"Openface A general-purpose face recognition library with mobile applications","key":"ref30"},{"year":"2017","author":"hermans","journal-title":"Defense of the Triplet Loss for Person Re-Identification","key":"ref37"},{"year":"2016","author":"goodfellow","journal-title":"Deep Learning","key":"ref36"},{"key":"ref35","first-page":"1106","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in Neural Information Processing Systems 25 26th Annual Conference on Neural Information Processing Systems 2012 Proceedings of a meeting"},{"year":"2013","author":"lin","journal-title":"Network in Network","key":"ref34"},{"key":"ref10","first-page":"594","article-title":"A perspective on distortions","author":"swaminathan","year":"2003","journal-title":"2003 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2003)"},{"year":"2014","author":"kingma","journal-title":"Adam A method for stochastic optimization","key":"ref40"},{"key":"ref11","first-page":"7266","volume":"7266","author":"jason","year":"2008","journal-title":"Centi-Pixel Accurate Real-Time Inverse Distortion Correction"},{"doi-asserted-by":"publisher","key":"ref12","DOI":"10.1371\/journal.pone.0045301"},{"doi-asserted-by":"publisher","key":"ref13","DOI":"10.1167\/12.5.8"},{"doi-asserted-by":"publisher","key":"ref14","DOI":"10.1016\/j.jfranklin.2006.08.006"},{"key":"ref15","first-page":"32","author":"faundez-zanuy","year":"2008","journal-title":"On the Relevance of Facial Expressions for Biometric Recognition"},{"key":"ref16","first-page":"85","article-title":"Personalized face reference from video: Key-face selection and feature-level fusion","volume":"8912","author":"damer","year":"2014","journal-title":"Face and Facial Expression Recognition from Real World Videos - International Workshop FFER ICPR 2014"},{"doi-asserted-by":"publisher","key":"ref17","DOI":"10.1145\/3009977.3010026"},{"doi-asserted-by":"publisher","key":"ref18","DOI":"10.1109\/TPAMI.2008.79"},{"doi-asserted-by":"publisher","key":"ref19","DOI":"10.1109\/TPAMI.2009.76"},{"doi-asserted-by":"publisher","key":"ref28","DOI":"10.1109\/TIP.2017.2756450"},{"key":"ref4","first-page":"513","article-title":"Camera distance from face images","volume":"8034","author":"flores","year":"2013","journal-title":"Advances in Visual Computing - 9th International Symposium ISVC 2013 Rethymnon Crete Greece July 29–31 2013 Proceedings"},{"key":"ref27","first-page":"579","article-title":"Do we really need to collect millions of faces for effective face recognition?","volume":"9909","author":"masi","year":"2016","journal-title":"Computer Vision - ECCV 2016 — 14th European Conference Amsterdam The Netherlands October 11–14 2016 Proceedings"},{"doi-asserted-by":"publisher","key":"ref3","DOI":"10.1016\/S0042-6989(03)00429-2"},{"doi-asserted-by":"publisher","key":"ref6","DOI":"10.1109\/CVPRW.2015.7301314"},{"doi-asserted-by":"publisher","key":"ref29","DOI":"10.1109\/CVPR.2014.220"},{"year":"2013","author":"super","journal-title":"Perspective improvement for image and video applications","key":"ref5"},{"year":"2017","journal-title":"ICAO Draft Technical Report Portrait quality (reference facial images for MRTD)","key":"ref8"},{"key":"ref7","article-title":"Face verification robustness and camera-subject distance","volume":"55","author":"berthe","year":"2018","journal-title":"Keesing Journal of Documents & Identity"},{"doi-asserted-by":"publisher","key":"ref2","DOI":"10.1167\/7.9.992"},{"key":"ref9","doi-asserted-by":"crossref","DOI":"10.5244\/C.30.112","article-title":"Practical view on face presentation attack detection","author":"damer","year":"2016","journal-title":"2016 British Machine Vision Conference BMVC"},{"key":"ref1","first-page":"193","article-title":"Social acceptance of biometric technologies in Germany: A survey","volume":"212","author":"krupp","year":"2013","journal-title":"2013 BIOSIG - Proceedings of the 12th International Conference of Biometrics Special Interest Group"},{"doi-asserted-by":"publisher","key":"ref20","DOI":"10.1109\/34.598229"},{"doi-asserted-by":"publisher","key":"ref22","DOI":"10.1068\/p5545"},{"key":"ref21","first-page":"157","article-title":"Illumination normalization for robust face recognition against varying lighting conditions","author":"shan","year":"2003","journal-title":"2003 IEEE International Workshop on Analysis and Modeling of Faces and Gestures (AMFG 2003) 17 October 2003 Nice France Proceedings"},{"doi-asserted-by":"publisher","key":"ref24","DOI":"10.1109\/ICIP.2016.7532769"},{"doi-asserted-by":"publisher","key":"ref41","DOI":"10.1109\/CVPR.2005.177"},{"doi-asserted-by":"publisher","key":"ref23","DOI":"10.1109\/CVPR.2015.7298682"},{"key":"ref26","first-page":"523","article-title":"Deep learning networks for off-line handwritten signature recognition","volume":"7042","author":"ribeiro","year":"2011","journal-title":"Progress in Pattern Recognition Image Analysis Computer Vision and Applications - 16th Iberoamerican Congress CIARP 2011 Pucón Chile November 15–18 2011 Proceedings"},{"key":"ref25","first-page":"1","article-title":"Deep-prwis: Periocular recognition without the iris and sclera using deep learning frameworks","volume":"pp","author":"proena","year":"2017","journal-title":"IEEE Transactions on Information Forensics and Security"}],"event":{"name":"2018 24th International Conference on Pattern Recognition (ICPR)","start":{"date-parts":[[2018,8,20]]},"location":"Beijing, China","end":{"date-parts":[[2018,8,24]]}},"container-title":["2018 24th International Conference on Pattern Recognition (ICPR)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8527858\/8545020\/08545037.pdf?arnumber=8545037","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,1,27]],"date-time":"2022-01-27T00:46:42Z","timestamp":1643244402000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8545037\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,8]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/icpr.2018.8545037","relation":{},"subject":[],"published":{"date-parts":[[2018,8]]}}}