Deep Learning-Based Face Analytics
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 in the literature for face recognition based on deep learning methods, there is not a single book available in the litera…
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Produktdetails
Weitere Autoren: Patel, Vishal M. (Hrsg.) / Ratha, Nalini K (Hrsg.)
- ISBN: 978-3-030-74697-1
- EAN: 9783030746971
- Produktnummer: 37268582
- Verlag: Springer
- Sprache: Englisch
- Erscheinungsjahr: 2021
- Plattform: PDF
- Masse: 15'840 KB
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