Deep Learning for Biometrics

Chapter 1 The Functional Neuroanatomy of Face Processing: Insights from Neuroimaging and Implications for Deep Learning

Chapter 2 Real-Time Face Identification via Multi-convolutional Neural Network and Boosted Hashing Forest

Chapter 3 CMS-RCNN: Contextual Multi-Scale Region-Based CNN for Unconstrained Face Detection

Chapter 4 Latent Fingerprint Image Segmentation Using Deep Neural Network

Chapter 5 Finger Vein Identification Using Convolutional Neural Network and Supervised Discrete Hashing

Chapter 6 Iris Segmentation Using Fully Convolutional Encoder–Decoder Networks

Chapter 7 Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style

Chapter 8 DeepGender2: A Generative Approach Toward Occlusion and Low-Resolution Robust Facial Gender Classification via Progressively Trained Attention Shift Convolutional Neural Networks (PTAS-CNN) and Deep Convolutional Generative Adversarial Networks (DCGAN)

Chapter 9 Gender Classification from NIR Iris Images Using Deep Learning

Chapter 11 Learning Representations for Cryptographic Hash Based Face Template Protection

Chapter 12 Deep Triplet Embedding Representations for Liveness Detection