{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,11,8]],"date-time":"2024-11-08T03:10:02Z","timestamp":1731035402633,"version":"3.28.0"},"reference-count":61,"publisher":"IEEE","license":[{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2023,10,1]],"date-time":"2023-10-01T00:00:00Z","timestamp":1696118400000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"DOI":"10.13039\/100009950","name":"Ministry of Education","doi-asserted-by":"publisher","id":[{"id":"10.13039\/100009950","id-type":"DOI","asserted-by":"publisher"}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2023,10,1]]},"DOI":"10.1109\/iccv51070.2023.01800","type":"proceedings-article","created":{"date-parts":[[2024,1,15]],"date-time":"2024-01-15T20:55:59Z","timestamp":1705352159000},"page":"19593-19604","source":"Crossref","is-referenced-by-count":16,"title":["IDiff-Face: Synthetic-based Face Recognition through Fizzy Identity-Conditioned Diffusion Models"],"prefix":"10.1109","author":[{"given":"Fadi","family":"Boutros","sequence":"first","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}]},{"given":"Jonas Henry","family":"Grebe","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"}]},{"given":"Naser","family":"Damer","sequence":"additional","affiliation":[{"name":"Fraunhofer Institute for Computer Graphics Research IGD,Darmstadt,Germany"}]}],"member":"263","reference":[{"journal-title":"Diffiqa: Face image quality assessment using denoising diffusion probabilistic models","year":"2023","author":"Babnik","key":"ref1"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/WACV56688.2023.00352"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2017.8272731"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00164"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1109\/ICPR56361.2022.9955645"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB54206.2022.10007961"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/FG57933.2023.10042627"},{"article-title":"Exfacegan: Exploring identity directions in gan\u2019s learned latent space for synthetic identity generation","volume-title":"IEEE International Joint Conference on Biometrics, IJCB 2023","author":"Boutros","key":"ref8","doi-asserted-by":"crossref","DOI":"10.1109\/IJCB57857.2023.10449036"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.1109\/ACCESS.2022.3170561"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2023.104688"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2018.00020"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00359"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW56347.2022.00167"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00482"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00520"},{"first-page":"8780","article-title":"Diffusion models beat gans on image synthesis","volume-title":"Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, NeurIPS 2021, December 6-14, 2021, virtual","author":"Dhariwal","key":"ref16"},{"article-title":"Semantically decomposing the latent spaces of generative adversarial networks","volume-title":"6th International Conference on Learning Representations, ICLR 2018, Vancouver, BC, Canada, April 30 - May 3, 2018, Conference Track Proceedings","author":"Donahue","key":"ref17"},{"journal-title":"Regulation (EU) 2016\/679 of the European Parliament and of the Council of 27 April 2016 on the protection of natural persons with regard to the processing of personal data and on the free movement of such data, and repealing Directive 95\/46\/EC (General Data Protection Regulation) (Text with EEA relevance)","year":"2016","key":"ref18"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00113"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/IWBF57495.2023.10157014"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1109\/3DV50981.2020.00097"},{"key":"ref22","article-title":"Generative adversarial nets","volume-title":"Advances in Neural Information Processing Systems","volume":"27","author":"Goodfellow","year":"2014"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46487-9_6"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"article-title":"Denoising diffusion probabilistic models","volume-title":"Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual","author":"Ho","key":"ref25"},{"article-title":"Labeled faces in the wild: A database for studying face recognition in unconstrained environments","volume-title":"Technical Report 07-49","year":"2007","author":"Huang","key":"ref26"},{"volume-title":"ISO\/IEC 19795-1:2021 Information technology \u2014 Biometric performance testing and reporting \u2014 Part 1: Principles and framework","year":"2021","key":"ref27"},{"article-title":"Progressive growing of GANs for improved quality, stability, and variation","volume-title":"International Conference on Learning Representations","author":"Karras","key":"ref28"},{"article-title":"Training generative adversarial networks with limited data","volume-title":"Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, NeurIPS 2020, December 6-12, 2020, virtual","author":"Karras","key":"ref29"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2019.00453"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01819"},{"article-title":"Adam: A method for stochastic optimization","volume-title":"3rd International Conference on Learning Representations, ICLR 2015, San Diego, CA, USA, May 7-9, 2015, Conference Track Proceedings","author":"Kingma","key":"ref32"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW59228.2023.00088"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-030-58621-8_18"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2009.5459250"},{"article-title":"SGDR: stochastic gradient descent with warm restarts","volume-title":"5th International Conference on Learning Representations, ICLR 2017, Toulon, France, April 24-26, 2017, Conference Track Proceedings","author":"Loshchilov","key":"ref36"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/IJCB48548.2020.9304879"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1214\/aoms\/1177692644"},{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2017.250"},{"first-page":"8162","article-title":"Improved denoising diffusion probabilistic models","volume-title":"Proceedings of the 38th International Conference on Machine Learning, ICML 2021, 18-24 July 2021, Virtual Event, volume 139 of Proceedings of Machine Learning Research","author":"Nichol","key":"ref40"},{"article-title":"A study of the effects of score normalisation prior to fusion in biometric authentication tasks","volume-title":"Technical report","year":"2004","author":"Poh","key":"ref41"},{"article-title":"Biometric authentication techniques","volume-title":"US Patent","year":"2021","author":"Prakash","key":"ref42"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01070"},{"journal-title":"Hierarchical text-conditional image generation with clip latents","year":"2022","author":"Ramesh","key":"ref44"},{"key":"ref45","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR52688.2022.01042"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-24574-4_28"},{"journal-title":"Photorealistic text-to-image diffusion models with deep language understanding","year":"2022","author":"Saharia","key":"ref47"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/WACV.2016.7477558"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00926"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00092"},{"journal-title":"Facefeat-gan: a two-stage approach for identity-preserving face synthesis","year":"2018","author":"Shen","key":"ref51"},{"key":"ref52","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.01382"},{"issue":"56","key":"ref53","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":"ref54","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00618"},{"key":"ref55","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2018.2868350"},{"key":"ref56","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00552"},{"key":"ref57","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00945"},{"key":"ref58","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV48922.2021.00366"},{"journal-title":"Learning face representation from scratch","year":"2014","author":"Yi","key":"ref59"},{"journal-title":"Cross-pose lfw : A database for studying cross-pose face recognition in unconstrained environments","year":"2018","author":"Zheng","key":"ref60"},{"journal-title":"Cross-age lfw: A database for studying cross-age face recognition in unconstrained environments","year":"2017","author":"Zheng","key":"ref61"}],"event":{"name":"2023 IEEE\/CVF International Conference on Computer Vision (ICCV)","start":{"date-parts":[[2023,10,1]]},"location":"Paris, France","end":{"date-parts":[[2023,10,6]]}},"container-title":["2023 IEEE\/CVF International Conference on Computer Vision (ICCV)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10376473\/10376477\/10378084.pdf?arnumber=10378084","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,11,8]],"date-time":"2024-11-08T02:45:01Z","timestamp":1731033901000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/10378084\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2023,10,1]]},"references-count":61,"URL":"https:\/\/doi.org\/10.1109\/iccv51070.2023.01800","relation":{},"subject":[],"published":{"date-parts":[[2023,10,1]]}}}