Deep Learning in Biometrics. (2018)

• Record Type: Book
• Further Information: Note: Edited by Mayank Vatsa, Richa Singh, Angshul Majumdar.
• Editors: Vatsa, Mayank; Singh, Richa; Majumdar, Angshul
• Contents: Cover; Half Title; Title Page; Copyright Page; Table of Contents; Editors; Contributors; 1: Deep Learning: Fundamentals and Beyond; 2: Unconstrained Face Identification and Verification Using Deep Convolutional Features; 3: Deep Siamese Convolutional Neural Networks for Identical Twins and Look-Alike Identification; 4: Tackling the Optimization and Precision Weakness of Deep Cascaded Regression for Facial Key-Point Localization; 5: Learning Deep Metrics for Person Reidentification; 6: Deep Face-Representation Learning for Kinship Verification; 7: Whatâ#x80;#x99;s Hiding in My Deep Features? 8: Stacked Correlation Filters9: Learning Representations for Unconstrained Fingerprint Recognition; 10: Person Identification Using Handwriting Dynamics and Convolutional Neural Networks; 11: Counteracting Presentation Attacks in Face, Fingerprint, and Iris Recognition; 12: Fingervein Presentation Attack Detection Using Transferable Features from Deep Convolution Neural Networks; Index
• Publisher Details: Boca Raton, FL : CRC Press
• Publication Date: 2018
• Extent: 1 online resource (xviii, 334 pages), illustrations
• Subjects: 570.1/5195; Data Preparation & Mining; Image Processing; Machine Learning; ENGnetBASE; ElectricalEngineeringnetBASE; SCI-TECHnetBASE; COMPUTERSCIENCEnetBASE; INFORMATIONSCIENCEnetBASE; STMnetBASE; Biometric identification; SCIENCE / Life Sciences / General; TECHNOLOGY & ENGINEERING / Electronics / General; Electronic books; Electronic books
• Languages: English
• ISBNs: 9781351265003; 1351265008; 9781351264990; 1351264990; 9781351264983; 1351264982
• Related ISBNs: 9781138578234; 1138578231
• Access Rights: Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
• Access Usage: Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.