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Multidimensional Signal Processing and Applications—New Approaches

  • 2023
  • OriginalPaper
  • Chapter
Published in:
Authors
Roumen Kountchev
Rumen Mironov
Ivo Draganov
Roumiana Kountcheva
Published in
New Approaches for Multidimensional Signal Processing
Publisher
Springer Nature Singapore

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Abstract

The chapter delves into the complexities of multidimensional signal processing, highlighting the use of tensor decomposition methods combined with deep learning for efficient data analysis. It introduces new algorithms for video object tracking, audio classification, and medical signal processing, showcasing their potential in enhancing surveillance systems, educational tools, and healthcare diagnostics. The research also explores the development of intelligent systems for various industries, demonstrating the versatility and power of these new approaches in multidimensional signal processing.
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next chapter Video Tracing of Moving Objects by Fusing Three-Term Decompositions
Title
Multidimensional Signal Processing and Applications—New Approaches
Authors
Roumen Kountchev
Rumen Mironov
Ivo Draganov
Roumiana Kountcheva
Copyright Year
2023
Publisher
Springer Nature Singapore
Book
New Approaches for Multidimensional Signal Processing

Print ISBN: 978-981-19-7841-8

Electronic ISBN: 978-981-19-7842-5

Copyright Year: 2023

DOI
https://doi.org/10.1007/978-981-19-7842-5_1
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