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Deep Learning-Based Face Analytics - Ratha, Nalini K (Editor), and Patel, Vishal M. (Editor), and Chellappa, Rama (Editor)
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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. Even though there have been a number of different approaches proposed ...

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Deep Learning-Based Face Analytics 2022, Springer Nature Switzerland AG, Cham

ISBN-13: 9783030746995

Paperback

Deep Learning-Based Face Analytics 2021, Springer, Cham

ISBN-13: 9783030746964

2021 edition

Hardcover