{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,21]],"date-time":"2026-04-21T13:06:50Z","timestamp":1776776810422,"version":"3.51.2"},"reference-count":50,"publisher":"Institute of Electrical and Electronics Engineers (IEEE)","license":[{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/ieeexplore.ieee.org\/Xplorehelp\/downloads\/license-information\/IEEE.html"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-029"},{"start":{"date-parts":[[2021,1,1]],"date-time":"2021-01-01T00:00:00Z","timestamp":1609459200000},"content-version":"stm-asf","delay-in-days":0,"URL":"https:\/\/doi.org\/10.15223\/policy-037"}],"funder":[{"name":"Basic Research Key Project of Shenzhen Science and Technology","award":["JCYJ20200109113416531"],"award-info":[{"award-number":["JCYJ20200109113416531"]}]},{"name":"Technology Breakthrough Project of Shenzhen Science and Technology","award":["JSGG20200701095007013"],"award-info":[{"award-number":["JSGG20200701095007013"]}]}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["IEEE Trans.Inform.Forensic Secur."],"published-print":{"date-parts":[[2021]]},"DOI":"10.1109\/tifs.2020.3035879","type":"journal-article","created":{"date-parts":[[2020,11,4]],"date-time":"2020-11-04T20:31:33Z","timestamp":1604521893000},"page":"1440-1451","source":"Crossref","is-referenced-by-count":14,"title":["Single-Shot Face Anti-Spoofing for Dual Pixel Camera"],"prefix":"10.1109","volume":"16","author":[{"ORCID":"https:\/\/orcid.org\/0000-0003-4988-5420","authenticated-orcid":false,"given":"Xiaojun","family":"Wu","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2917-1957","authenticated-orcid":false,"given":"Jinghui","family":"Zhou","sequence":"additional","affiliation":[]},{"given":"Jun","family":"Liu","sequence":"additional","affiliation":[]},{"given":"Fangyi","family":"Ni","sequence":"additional","affiliation":[]},{"given":"Haoqiang","family":"Fan","sequence":"additional","affiliation":[]}],"member":"263","reference":[{"key":"ref39","doi-asserted-by":"publisher","DOI":"10.1007\/BFb0028368"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.238"},{"key":"ref33","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2015.102"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2016.584"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2578288"},{"key":"ref30","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2400395"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2015.7299004"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.156"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1364\/AO.23.000812"},{"key":"ref34","article-title":"Micro-baseline stereo","author":"joshi","year":"2014"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR42600.2020.00851"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW.2019.00201"},{"key":"ref29","doi-asserted-by":"publisher","DOI":"10.1109\/CVPRW50498.2020.00333"},{"key":"ref2","article-title":"Phase-detect autofocus","author":"mandelli","year":"2016"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1109\/ISCAS.2001.921357"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1145\/3197517.3201329"},{"key":"ref22","first-page":"1","article-title":"Face anti-spoofing via sample learning based recurrent neural network (RNN)","author":"muhammad","year":"2019","journal-title":"Proc Brit Mach Vis Conf (BMVC)"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1007\/978-3-319-46654-5_67"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2016.03.019"},{"key":"ref23","article-title":"Learn convolutional neural network for face anti-spoofing","author":"yang","year":"2014","journal-title":"arXiv 1408 5601"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1109\/FG.2017.77"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2017.8272713"},{"key":"ref50","doi-asserted-by":"publisher","DOI":"10.1109\/LSP.2016.2630740"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1093\/ietfec\/e89-a.3.686"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2016.2555286"},{"key":"ref40","first-page":"2287","article-title":"Stereo matching by training a convolutional neural network to compare image patches","volume":"17","author":"\u017ebontar","year":"2016","journal-title":"J Mach Learn Res"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2015.2398817"},{"key":"ref13","doi-asserted-by":"crossref","first-page":"296","DOI":"10.1117\/12.541955","article-title":"Live face detection based on the analysis of Fourier spectra","volume":"5404","author":"li","year":"2004","journal-title":"Proc SPIE"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2007.4409068"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2019.2922241"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2017.8272765"},{"key":"ref17","first-page":"16","article-title":"Detection of video-based face spoofing using LBP and multiscale DCT","author":"tian","year":"2016","journal-title":"Proc Int Workshop Digit Watermark"},{"key":"ref18","doi-asserted-by":"publisher","DOI":"10.1016\/j.jvcir.2017.09.002"},{"key":"ref19","doi-asserted-by":"publisher","DOI":"10.1109\/IPTA.2016.7821013"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1049\/iet-bmt.2011.0009"},{"key":"ref3","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2019.00772"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2013.6612955"},{"key":"ref5","first-page":"1","article-title":"On the effectiveness of local binary patterns in face anti-spoofing","author":"chingovska","year":"2012","journal-title":"Proc Int Conf Biometrics Special Interest Group (BIOSIG)"},{"key":"ref8","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Proc Adv Neural Inf Process Syst (NIPS)"},{"key":"ref7","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00048"},{"key":"ref49","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2005.56"},{"key":"ref9","doi-asserted-by":"publisher","DOI":"10.3390\/rs8010056"},{"key":"ref46","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2017.195"},{"key":"ref45","first-page":"234","article-title":"U-Net: Convolutional networks for biomedical image segmentation","author":"ronneberger","year":"2015","journal-title":"Proc Int Conf Med Image Comput Comput -Assisted Intervent"},{"key":"ref48","doi-asserted-by":"publisher","DOI":"10.1109\/TPAMI.2012.120"},{"key":"ref47","doi-asserted-by":"publisher","DOI":"10.1109\/CVPR.2018.00745"},{"key":"ref42","first-page":"730","article-title":"Single-image depth perception in the wild","author":"chen","year":"2016","journal-title":"Proc Adv Neural Inf Process Syst"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/ICCV.2017.17"},{"key":"ref44","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2013.6712688"},{"key":"ref43","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2012.6199754"}],"container-title":["IEEE Transactions on Information Forensics and Security"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/10206\/9151439\/09248008.pdf?arnumber=9248008","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2022,5,10]],"date-time":"2022-05-10T14:52:46Z","timestamp":1652194366000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/9248008\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2021]]},"references-count":50,"URL":"https:\/\/doi.org\/10.1109\/tifs.2020.3035879","relation":{},"ISSN":["1556-6013","1556-6021"],"issn-type":[{"value":"1556-6013","type":"print"},{"value":"1556-6021","type":"electronic"}],"subject":[],"published":{"date-parts":[[2021]]}}}