Login

Bhanu, Bir

Deep Learning for Biometrics

Bhanu, Bir - Deep Learning for Biometrics, ebook

138,35€

Ebook, PDF with Adobe DRM
ISBN: 9783319616575
DRM Restrictions

PrintingNot allowed
Copy to clipboardNot allowed

Table of contents

Part I. Deep Learning for Face Biometrics

1. The Functional Neuroanatomy of Face Processing: Insights from Neuroimaging and Implications for Deep Learning
Kalanit Grill-Spector, Kendrick Kay, Kevin S. Weiner

2. Real-Time Face Identification via Multi-convolutional Neural Network and Boosted Hashing Forest
Yury Vizilter, Vladimir Gorbatsevich, Andrey Vorotnikov, Nikita Kostromov

3. CMS-RCNN: Contextual Multi-Scale Region-Based CNN for Unconstrained Face Detection
Chenchen Zhu, Yutong Zheng, Khoa Luu, Marios Savvides

Part II. Deep Learning for Fingerprint, Fingervein and Iris Recognition

4. Latent Fingerprint Image Segmentation Using Deep Neural Network
Jude Ezeobiejesi, Bir Bhanu

5. Finger Vein Identification Using Convolutional Neural Network and Supervised Discrete Hashing
Cihui Xie, Ajay Kumar

6. Iris Segmentation Using Fully Convolutional Encoder–Decoder Networks
Ehsaneddin Jalilian, Andreas Uhl

Part III. Deep Learning for Soft Biometrics

7. Two-Stream CNNs for Gesture-Based Verification and Identification: Learning User Style
Jonathan Wu, Jiawei Chen, Prakash Ishwar, Janusz Konrad

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)
Felix Juefei-Xu, Eshan Verma, Marios Savvides

9. Gender Classification from NIR Iris Images Using Deep Learning
Juan Tapia, Carlos Aravena

10. Deep Learning for Tattoo Recognition
Xing Di, Vishal M. Patel

Part IV. Deep Learning for Biometrics Security and Protection

11. Learning Representations for Cryptographic Hash Based Face Template Protection
Rohit Kumar Pandey, Yingbo Zhou, Bhargava Urala Kota, Venu Govindaraju

12. Deep Triplet Embedding Representations for Liveness Detection
Federico Pala, Bir Bhanu

Keywords: Computer Science, Artificial Intelligence (incl. Robotics), Biometrics, Mathematical Applications in Computer Science

Editor
 
Publisher
Springer
Publication year
2017
Language
en
Edition
1
Series
Advances in Computer Vision and Pattern Recognition
Page amount
31 pages
Category
Information Technology, Telecommunications
Format
Ebook
eISBN (PDF)
9783319616575
Printed ISBN
978-3-319-61656-8

Similar titles