Название: Deep Learning-Based Face Analytics Автор: Nalini K. Ratha, Vishal M. Patel, Rama Chellappa Издательство: Springer Год: 2021 Формат: PDF Страниц: 405 Размер: 15,3 Mb Язык: English
This book 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.
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