Deep Learning for Biometrics

• Corporate Author: SpringerLink (Online service)
• Other Authors: Bhanu, Bir (Editor), Kumar, Ajay (Editor)
• Format: Electronic eBook
• Language: English
• Published: Cham : Springer International Publishing : Imprint: Springer, 2017.
• Series: Advances in Computer Vision and Pattern Recognition,
• Subjects: Computer science.; Artificial intelligence.; Biometrics (Biology).; Computer science > Mathematics.; Computer mathematics.; Computer Science.; Artificial Intelligence (incl. Robotics).; Biometrics.; Mathematical Applications in Computer Science.

This timely text/reference presents a broad overview of advanced deep learning architectures for learning effective feature representation for perceptual and biometrics-related tasks. The text offers a showcase of cutting-edge research on the use of convolutional neural networks (CNN) in face, iris,...