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Machine Learning Methods for Signal, Image and Speech Processing
Engelsk
Bogcover for Machine Learning Methods for Signal, Image and Speech Processing af MVV Prasad Kantipudi, M.A. Jabbar, Ana Maria Madureira, Sheng-Lung Peng, Mamun Bin Ibne Reaz, 9788770042864
Specifikationer
Sprog:
Engelsk
Sider:
256
ISBN-13:
9788770042864
Indbinding:
Paperback
ISBN-10:
8770042861
Kategori:
Udg. Dato:
21 okt 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
21 okt 2024

Machine Learning Methods for Signal, Image and Speech Processing

Engelsk
Paperback 2024
Format:

Bog beskrivelse

The signal processing (SP) landscape has been enriched by recent advances in artificial intelligence (AI) and machine learning (ML), yielding new tools for signal estimation, classification, prediction, and manipulation. Layered signal representations, nonlinear function approximation and nonlinear signal prediction are now feasible at very large scale in both dimensionality and data size. These are leading to significant performance gains in a variety of long-standing problem domains like speech and Image analysis. As well as providing the ability to construct new classes of nonlinear functions (e.g., fusion, nonlinear filtering).

This book will help academics, researchers, developers, graduate and undergraduate students to comprehend complex SP data across a wide range of topical application areas such as social multimedia data collected from social media networks, medical imaging data, data from Covid tests etc. This book focuses on AI utilization in the speech, image, communications and yirtual reality domains.

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Specifikationer
Sprog:
Engelsk
Sider:
256
ISBN-13:
9788770042864
Indbinding:
Paperback
ISBN-10:
8770042861
Kategori:
Udg. Dato:
21 okt 2024
Størrelse i cm:
23,4 x 15,6
Oplagsdato:
21 okt 2024
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