{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,9,15]],"date-time":"2026-09-15T05:35:44Z","timestamp":1789450544364,"version":"build-2803163510"},"reference-count":41,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2018,12]]},"DOI":"10.1109\/wifs.2018.8630773","type":"proceedings-article","created":{"date-parts":[[2019,2,1]],"date-time":"2019-02-01T00:51:36Z","timestamp":1548982296000},"page":"1-8","source":"Crossref","is-referenced-by-count":26,"title":["Fingerprint Presentation Attack Detection Using A Novel Multi-Spectral Capture Device and Patch-Based Convolutional Neural Networks"],"prefix":"10.1109","author":[{"given":"Mohamed E.","family":"Hussein","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Leonidas","family":"Spinoulas","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Fei","family":"Xiong","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wael","family":"Abd-Almageed","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref39","first-page":"289","author":"van der putte","year":"2000","journal-title":"Biometrical Fingerprint Recognition Don't get your Fingers Burned"},{"key":"ref38","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2010.01.023"},{"key":"ref33","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1007\/BF03253248","article-title":"Human recognition using biometrics: An overview","volume":"62","author":"ross","year":"2007","journal-title":"Annales des telecommunications"},{"key":"ref32","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2007.4401916"},{"key":"ref31","doi-asserted-by":"publisher","DOI":"10.1016\/0143-8166(92)90012-V"},{"key":"ref30","first-page":"25","author":"parziale","year":"2008","journal-title":"Touchless Fingerprinting Technology"},{"key":"ref37","doi-asserted-by":"publisher","DOI":"10.1155\/2016\/9682453"},{"key":"ref36","doi-asserted-by":"publisher","DOI":"10.1109\/ICB.2016.7550052"},{"key":"ref35","doi-asserted-by":"publisher","DOI":"10.1049\/iet-bmt.2013.0020"},{"key":"ref34","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2013.2243140"},{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.1016\/j.optlaseng.2017.03.007"},{"key":"ref40","doi-asserted-by":"publisher","DOI":"10.1109\/RBME.2016.2532598"},{"key":"ref11","doi-asserted-by":"publisher","DOI":"10.1364\/AO.45.009238"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1364\/JOSAA.25.002088"},{"key":"ref13","year":"0","journal-title":"DX-1 laser module"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1001\/archderm.1988.01670060015008"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.1016\/j.future.2010.11.024"},{"key":"ref16","article-title":"Vulnerabilities in biometric systems: attacks and recent advances in liveness detection","author":"galbally","year":"2007","journal-title":"Proc Spanish Workshop on Biometrics SWB"},{"key":"ref17","first-page":"12","volume":"9","author":"goodman","year":"1963","journal-title":"Statistical Properties of Laser Speckle Patterns"},{"key":"ref18","year":"0"},{"key":"ref19","year":"0","journal-title":"GaAs area image sensor model G11097- 0606S"},{"key":"ref28","doi-asserted-by":"publisher","DOI":"10.1109\/CGIV.2008.9"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1109\/TIFS.2006.879289"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.1109\/TELFOR.2011.6143624"},{"key":"ref3","year":"0","journal-title":"FT232H breakout - general purpose USB to GPIO+SPI+I2C"},{"key":"ref6","first-page":"57","author":"barral","year":"2009","journal-title":"Fake fingers in fingerprint recognition glycerin supersedes gelatin"},{"key":"ref29","year":"0","journal-title":"Fast steering mirror model oim5020"},{"key":"ref5","first-page":"265","article-title":"Fake fingerprint detection by odor analysis","author":"baldisserra","year":"2006","journal-title":"Proceedings of the 2006 International Conference on Advances in Biometrics ICB&#x2019;06"},{"key":"ref8","first-page":"484","author":"bowden-peters","year":"2012","journal-title":"Fooling a Liveness-Detecting Capacitive Fingerprint Scanner"},{"key":"ref7","year":"0","journal-title":"Model ace acA1300-60gm visible and NIR camera"},{"key":"ref2","year":"0","journal-title":"Adafruit 16-Channel 12-bit PWM\/Servo Driver - I2C interface - PCA9685"},{"key":"ref9","author":"catherine","year":"2014","journal-title":"A collection and statistical analysis of skin reflectance signatures for inherent variability over the 250 nm to 2500 nm spectral range"},{"key":"ref1","doi-asserted-by":"publisher","DOI":"10.1016\/j.patcog.2008.06.012"},{"key":"ref20","year":"2017","journal-title":"Information technology &#x2013; Biometric presentation attack detection &#x2013; Part 3 Testing and reporting"},{"key":"ref22","volume":"abs 1412 6980","author":"kingma","year":"2014","journal-title":"Adam A method for stochastic optimization"},{"key":"ref21","doi-asserted-by":"publisher","DOI":"10.1016\/j.patrec.2015.12.013"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1145\/2617756"},{"key":"ref41","doi-asserted-by":"publisher","DOI":"10.1109\/BTAS.2017.8272724"},{"key":"ref23","first-page":"1097","article-title":"Imagenet classification with deep convolutional neural networks","author":"krizhevsky","year":"2012","journal-title":"Advances in Neural Information Processing Systems 25"},{"key":"ref26","author":"matsumoto","year":"2002","journal-title":"Impact of Artificial \"gummy\" Fingers on Fingerprint Systems"},{"key":"ref25","author":"marcel","year":"2018","journal-title":"Handbook of Biometric Anti-Spoofing Presentation Attack Detection"}],"event":{"name":"2018 IEEE International Workshop on Information Forensics and Security (WIFS)","location":"Hong Kong, Hong Kong","start":{"date-parts":[[2018,12,11]]},"end":{"date-parts":[[2018,12,13]]}},"container-title":["2018 IEEE International Workshop on Information Forensics and Security (WIFS)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/8627366\/8630758\/08630773.pdf?arnumber=8630773","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,9,13]],"date-time":"2023-09-13T09:55:43Z","timestamp":1694598943000},"score":1,"resource":{"primary":{"URL":"https:\/\/ieeexplore.ieee.org\/document\/8630773\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2018,12]]},"references-count":41,"URL":"https:\/\/doi.org\/10.1109\/wifs.2018.8630773","relation":{},"subject":[],"published":{"date-parts":[[2018,12]]}}}