LEADER 04827nam 22006735 450 001 9910299162403321 005 20200702050820.0 010 $a3-319-67681-4 024 7 $a10.1007/978-3-319-67681-4 035 $a(CKB)4100000007110629 035 $a(MiAaPQ)EBC5583573 035 $a(DE-He213)978-3-319-67681-4 035 $a(Au-PeEL)EBL5583573 035 $a(CaPaEBR)ebr11636369 035 $a(OCoLC)1062394908 035 $a(PPN)231461658 035 $a(EXLCZ)994100000007110629 100 $a20181029d2018 u| 0 101 0 $aeng 135 $aurcnu|||||||| 181 $ctxt$2rdacontent 182 $cc$2rdamedia 183 $acr$2rdacarrier 200 10$aContactless 3D Fingerprint Identification /$fby Ajay Kumar 205 $a1st ed. 2018. 210 1$aCham :$cSpringer International Publishing :$cImprint: Springer,$d2018. 215 $a1 online resource (129 pages) 225 1 $aAdvances in Computer Vision and Pattern Recognition,$x2191-6586 311 $a3-319-67680-6 327 $aIntroduction to Trends in Fingerprint Identification -- 3D Fingerprint Image Acquisition Methods -- Contactless and Live 3D Fingerprint Imaging -- 3D Fingerprint Acquisition Using Colored Photometric Stereo -- 3D Fingerprint Image Preprocessing and Enhancement -- Representation, Recovery and Matching of 3D Minutiae Template -- Other Methods of 3D Fingerprint Matching -- Individuality of 3D Fingerprints. 330 $aThis important text/reference presents the first dedicated review of techniques for contactless 3D fingerprint identification, including novel and previously unpublished research. The text provides a systematic introduction to 3D fingerprint identification, covering the latest advancements in contactless 2D and 3D sensing technologies, and detailed discussions on each key aspect in the development of an effective 3D fingerprint identification system. Topics and features: Introduces the key concepts and trends in the acquisition and identification of fingerprint images, and a range of 3D fingerprint imaging techniques Proposes a low-cost method for online 3D fingerprint image acquisition, and an efficient 3D fingerprint imaging approach using coloured photometric stereo Describes pre-processing operations on point cloud 3D fingerprint data, and explains the specialized operations for reconstructing 3D fingerprints from live finger scans Examines the representation of minutiae in 3D space, providing details on recovering these features from point cloud data, and on matching such 3D minutiae templates Reviews various 3D fingerprint matching methods, including binary surface code-based approaches and a tetrahedron-based matching approach Discusses the uniqueness of 3D fingerprints, evaluating the benefits of employing 3D fingerprint identification over conventional 2D fingerprint techniques This unique work is a must-read for all researchers seeking to make further advances in this area, towards the exciting opportunities afforded by contactless 3D fingerprint identification for improving the hygiene, user convenience, and matching accuracy of fingerprint biometric technologies. Dr. Ajay Kumar is an Associate Professor in the Department of Computing at the Hong Kong Polytechnic University. He has previously served as an Assistant Professor at the Department of Electrical Engineering, IIT Delhi. He is a Fellow of IEEE and IAPR. His other publications include the Springer title Deep Learning for Biometrics. 410 0$aAdvances in Computer Vision and Pattern Recognition,$x2191-6586 606 $aBiometry 606 $aArtificial intelligence 606 $aComputational intelligence 606 $aComputers 606 $aLaw and legislation 606 $aBiometrics$3https://scigraph.springernature.com/ontologies/product-market-codes/I22040 606 $aArtificial Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/I21000 606 $aComputational Intelligence$3https://scigraph.springernature.com/ontologies/product-market-codes/T11014 606 $aLegal Aspects of Computing$3https://scigraph.springernature.com/ontologies/product-market-codes/I24059 615 0$aBiometry. 615 0$aArtificial intelligence. 615 0$aComputational intelligence. 615 0$aComputers. 615 0$aLaw and legislation. 615 14$aBiometrics. 615 24$aArtificial Intelligence. 615 24$aComputational Intelligence. 615 24$aLegal Aspects of Computing. 676 $a363.258 700 $aKumar$b Ajay$4aut$4http://id.loc.gov/vocabulary/relators/aut$0950772 801 0$bMiAaPQ 801 1$bMiAaPQ 801 2$bMiAaPQ 906 $aBOOK 912 $a9910299162403321 996 $aContactless 3D Fingerprint Identification$92278479 997 $aUNINA