| 000 | 04886nam a22006375i 4500 | ||
|---|---|---|---|
| 001 | 978-3-030-32583-1 | ||
| 003 | DE-He213 | ||
| 005 | 20220801214010.0 | ||
| 007 | cr nn 008mamaa | ||
| 008 | 200128s2020 sz | s |||| 0|eng d | ||
| 020 |
_a9783030325831 _9978-3-030-32583-1 |
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| 024 | 7 |
_a10.1007/978-3-030-32583-1 _2doi |
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| 050 | 4 | _aTK5102.9 | |
| 072 | 7 |
_aTJF _2bicssc |
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_aUYS _2bicssc |
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_a621.382 _223 |
| 245 | 1 | 0 |
_aDeep Biometrics _h[electronic resource] / _cedited by Richard Jiang, Chang-Tsun Li, Danny Crookes, Weizhi Meng, Christophe Rosenberger. |
| 250 | _a1st ed. 2020. | ||
| 264 | 1 |
_aCham : _bSpringer International Publishing : _bImprint: Springer, _c2020. |
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| 300 |
_aVIII, 320 p. 118 illus., 99 illus. in color. _bonline resource. |
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| 336 |
_atext _btxt _2rdacontent |
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| 337 |
_acomputer _bc _2rdamedia |
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| 338 |
_aonline resource _bcr _2rdacarrier |
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| 347 |
_atext file _bPDF _2rda |
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| 490 | 1 |
_aUnsupervised and Semi-Supervised Learning, _x2522-8498 |
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| 505 | 0 | _aIntroduction -- Part I – New Methods in Biometrics -- Deep Biometrics: A Robust Approach to Biometrics in Big Data Issues -- Deep Fusion of Multimodal Biometrics -- Deep Fuzzy Logic for Precise Biometric Systems -- Hierarchical Biometric Verification with Deep Sparse Features -- GAN-based Deep Biometric Verification -- Part II – New Advances in Deep Biometrics -- Deep Paleographic Handwriting Analysis for Author Identification -- Deep Palmprints versus Fingerprints: Rivals or Friends? -- A Survey on Deep Soft Biometrics for Forensic Analysis -- Robust Biometric Verification with Low Quality Data -- Deep Solution for Biometric Big Data -- Deep Privacy in Biometric -- Part III – New Biometric Applications using Deep Learning -- Biometric Key Generation via Deep Learning for Mobile Banking -- Securing Electronic Medical Records Using Deep Biometric Authentication -- Deep Body Biometrics from MRI Images for Medicine Advice -- Deep Social Identity in Social Network -- Deep Cognition in Robotic Biometrics -- Conclusion. | |
| 520 | _aThis book highlights new advances in biometrics using deep learning toward deeper and wider background, deeming it “Deep Biometrics”. The book aims to highlight recent developments in biometrics using semi-supervised and unsupervised methods such as Deep Neural Networks, Deep Stacked Autoencoder, Convolutional Neural Networks, Generative Adversary Networks, and so on. The contributors demonstrate the power of deep learning techniques in the emerging new areas such as privacy and security issues, cancellable biometrics, soft biometrics, smart cities, big biometric data, biometric banking, medical biometrics, healthcare biometrics, and biometric genetics, etc. The goal of this volume is to summarize the recent advances in using Deep Learning in the area of biometric security and privacy toward deeper and wider applications. Highlights the impact of deep learning over the field of biometrics in a wide area; Exploits the deeper and wider background of biometrics, such as privacy versus security, biometric big data, biometric genetics, and biometric diagnosis, etc.; Introduces new biometric applications such as biometric banking, internet of things, cloud computing, and medical biometrics. | ||
| 650 | 0 |
_aSignal processing. _94052 |
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| 650 | 0 |
_aData protection. _97245 |
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| 650 | 0 |
_aBioinformatics. _99561 |
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| 650 | 0 |
_aBiometric identification. _911407 |
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| 650 | 1 | 4 |
_aSignal, Speech and Image Processing . _931566 |
| 650 | 2 | 4 |
_aData and Information Security. _931990 |
| 650 | 2 | 4 |
_aBioinformatics. _99561 |
| 650 | 2 | 4 |
_aBiometrics. _932763 |
| 700 | 1 |
_aJiang, Richard. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _935687 |
|
| 700 | 1 |
_aLi, Chang-Tsun. _eeditor. _0(orcid)0000-0003-4735-6138 _1https://orcid.org/0000-0003-4735-6138 _4edt _4http://id.loc.gov/vocabulary/relators/edt _935688 |
|
| 700 | 1 |
_aCrookes, Danny. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _935689 |
|
| 700 | 1 |
_aMeng, Weizhi. _eeditor. _0(orcid)0000-0003-4384-5786 _1https://orcid.org/0000-0003-4384-5786 _4edt _4http://id.loc.gov/vocabulary/relators/edt _935690 |
|
| 700 | 1 |
_aRosenberger, Christophe. _eeditor. _4edt _4http://id.loc.gov/vocabulary/relators/edt _935691 |
|
| 710 | 2 |
_aSpringerLink (Online service) _935692 |
|
| 773 | 0 | _tSpringer Nature eBook | |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030325824 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030325848 |
| 776 | 0 | 8 |
_iPrinted edition: _z9783030325855 |
| 830 | 0 |
_aUnsupervised and Semi-Supervised Learning, _x2522-8498 _935693 |
|
| 856 | 4 | 0 | _uhttps://doi.org/10.1007/978-3-030-32583-1 |
| 912 | _aZDB-2-ENG | ||
| 912 | _aZDB-2-SXE | ||
| 942 | _cEBK | ||
| 999 |
_c75841 _d75841 |
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