{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2024,10,29]],"date-time":"2024-10-29T11:22:36Z","timestamp":1730200956580,"version":"3.28.0"},"reference-count":31,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,10]]},"DOI":"10.1109\/btas.2018.8698589","type":"proceedings-article","created":{"date-parts":[[2019,4,26]],"date-time":"2019-04-26T03:48:37Z","timestamp":1556250517000},"page":"1-7","source":"Crossref","is-referenced-by-count":2,"title":["From Hard to Soft Biometrics Through DNN Transfer Learning"],"prefix":"10.1109","author":[{"given":"Eduardo","family":"Ramos-Muguerza","sequence":"first","affiliation":[]},{"given":"Laura","family":"Docio-Fernandez","sequence":"additional","affiliation":[]},{"given":"Jose L.","family":"Alba-Castro","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/j.imavis.2016.10.004"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206828"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2009.5206848"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TKDE.2009.191"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2015.2500224"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2014.81"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.07.019"},{"key":"ref15","first-page":"1","article-title":"How Transferable Are CNN-Based Features for Age and Gender Classification?","author":"\u00f6zbulak","year":"2016","journal-title":"Biometrics Special Interest Group (BIOSIG)"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1145\/2647868.2654889"},{"key":"ref17","article-title":"Deep face recognition","author":"parkhi","year":"2015","journal-title":"British Machine Vision Conference (BMVC)"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2015.7301352"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2017.06.031"},{"key":"ref28","article-title":"Learning Face Representation from Scratch","author":"yi","year":"2014","journal-title":"ArXiv e-prints 1411 7923"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/j.tics.2007.09.004"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2015.11.011"},{"key":"ref3","first-page":"3320","article-title":"How transferable are features in deep neural networks?","volume":"2","author":"yosinski","year":"2014","journal-title":"Proceedings of the 27th International Conference on Neural Information Processing Systems (NIPS’14)"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2011.5995496"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2015.11.015"},{"key":"ref5","doi-asserted-by":"publisher","DOI":"10.1145\/1553374.1553453"},{"key":"ref8","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.354"},{"key":"ref7","article-title":"Object detectors emerge in deep scene cnns","author":"zhou","year":"2015","journal-title":"International Conference on Learning Representations"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2014.131"},{"key":"ref9","article-title":"Very Deep Convolutional Networks for Large-Scale Image Recognition","author":"simonyan","year":"2014","journal-title":"CoRR abs\/1409 1556"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2015.7301270"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.90"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1109\/ICIP.2014.7025068"},{"key":"ref21","first-page":"1755","article-title":"Dlib-ml: A Machine Learning Toolkit","volume":"10","author":"king","year":"2009","journal-title":"Journal of Machine Learning Research"},{"key":"ref24","article-title":"Labeled Faces in the Wild","author":"huang","year":"2007","journal-title":"A database for studying face recognition in unconstrained environments"},{"key":"ref23","first-page":"2579","article-title":"Visualizing Data using t-SNE","volume":"9","author":"van der maaten","year":"2008","journal-title":"Journal of Machine Learning Research"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2017.2738004"},{"journal-title":"IMDB-WIKI –500k + face images with age and gender labels","year":"0","key":"ref25"}],"event":{"name":"2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS)","start":{"date-parts":[[2018,10,22]]},"location":"Redondo Beach, CA, USA","end":{"date-parts":[[2018,10,25]]}},"container-title":["2018 IEEE 9th International Conference on Biometrics Theory, Applications and Systems (BTAS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8692576\/8698537\/08698589.pdf?arnumber=8698589","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2019,5,13]],"date-time":"2019-05-13T23:09:24Z","timestamp":1557788964000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8698589\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,10]]},"references-count":31,"URL":"https:\/\/doi.org\/10.1109\/btas.2018.8698589","relation":{},"subject":[],"published":{"date-parts":[[2018,10]]}}}