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: 726.09 RON
Availability: InStock

Autor: Kantipudi MVV Prasad, Sheng-Lung Peng

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Editura: River Publishers

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

Informații despre carte

Autor

Kantipudi MVV Prasad, Sheng-Lung Peng

Limbă

engleză

Legare

Carte - Copertă tare

Publicat

2021

Pagini

256

EAN

9788770223690

ISBN

8770223696

Enbook ID

37282215

Editura

River Publishers

Greutate

532

Dimensiuni

241 x 164 x 23

Descriere completă

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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Machine Learning Methods for Signal, Image and Speech Processing

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