Machine Learning Methods for Signal, Image and Speech Processing

Name: Machine Learning Methods for Signal, Image and Speech Processing
Brand: River Publishers
SKU: 9788770223690
Price: 572.39 PLN
Availability: InStock

Autor: Kantipudi MVV Prasad, Sheng-Lung Peng

Język:

Oprawa: Twarda

Wydawca: River Publishers

Dostępność: Dostępna u dostawcy

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572.39 zł

The signal processing (SP) landscape has been enriched by recent advances in artificial intelligence...

Informacje o książce

Autor

Kantipudi MVV Prasad, Sheng-Lung Peng

Język

Angielski

Oprawa

Książka - Twarda

Data wydania

2021

strony

256

EAN

9788770223690

ISBN

8770223696

Enbook ID

37282215

Wydawca

River Publishers

Waga

532

Wymiary

241 x 164 x 23

Pełny opis

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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