Book Details


Deep Learning-Based Face Analytics / Nalini K Ratha, Dr. Vishal M. Patel

Publication year: 2021

ISBN: 978-3-030-74697-1

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Provides an overview of different deep learning-based methods for face recognition and related problems. Specifically, the authors present methods based on autoencoders, restricted Boltzmann machines, and deep convolutional neural networks for face detection, localization, tracking, recognition, etc. The authors also discuss merits and drawbacks of available approaches and identifies promising avenues of research in this rapidly evolving field.

Subject: Computer Vision, Biometrics, Machine Learning, Mathematical Models of Cognitive Processes, Neural Networks, Deep Learning, AI Technique in Face Analysis, Face Recognition, Facial Expression Analysis, Face Detection