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 10 Deep Learning for Tattoo Recognition

Chapter 11 Learning Representations for Cryptographic Hash Based Face Template Protection

Chapter 12 Deep Triplet Embedding Representations for Liveness Detection