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Signals and Images

Advances and Results in Speech, Estimation, Compression, Recognition, Filtering, and Processing
Langbeschreibung
This book cohesively combines contributions from field experts to deliver a comprehensive account of the latest developments in signal processing. It not only shows how signal processing theory is applied, but also demonstrates how to tackle key problems such as how to enhance speech in the time domain, improve audio quality, and meet the desired electrical consumption target for controlling carbon emissions. The text serves as a guide to the next generation of signal processing solutions for speech and video coding, smartphones, and beyond.
Inhaltsverzeichnis
Blind Source Separation: Principles of Independent and Sparse Component Analysis. Kernel-Based Nonlinear Signal Processing. Arithmetic Transforms: Theory, Advances, and Challenges. Distributed Particle Filtering in Cooperative Networks. Empirical Mode Decomposition Theory Applied to Speech Enhancement. Acoustic Imaging Using the Kronecker Array Transform. Automatic Evaluation of Acoustically Degraded Full-Band Speech. Models for Speech Processing. Energy-Aware Video Compression. Rotation and Scale Invariant Template Matching. Three-Dimensional Television (3DTV). Overview of Tensor Decompositions with Applications to Communications. Signal Detection and Parameter Estimation in Massive MIMO Systems. Advances on Adaptive Sparse-Interpolated Filtering. Cognitive Power Line Communication. Information Geometry: An Introduction to New Models for Signal Processing. Bio-Inspired and Information-Theoretic Signal Processing. High-Resolution Techniques for Seismic Signal Prospecting. Synthetic Aperture Imaging for Ultrasonic Non-Destructive Testing.
Rosângela Fernandes Coelho holds a Ph.D degree from the École Nationale Supérieure des Télécommunications (ENST-Télécom ParisTech), and an M.Sc degree from the Pontifical Catholic University of Rio de Janeiro (PUC-Rio), Brazil, both in electrical engineering. She joined the Military Institute of Engineering (IME) of Rio de Janeiro in 2002, and is currently an associate professor in the Electrical Engineering Department. Prof. Coelho founded and heads the Laboratory of Acoustic Signal Processing (LASP) at IME. In 2003, she received the University Research Program grant award from CISCO/USA. She served as an editorial board member of the IEEE Communications Surveys and Tutorials from 1999 to 2007. Since 2008, she has been responsible for the International Scientific Collaboration IME-ParisTech. Prof. Coelho holds a US patent of an automatic speaker recognition method based on a new speech feature and a stochastic model for speaker classification. Prof. Coelho was president-adjoint of the Brazilian Telecommunications Society, an IEEE Sister Society, from 2008 to 2010. She is also member of the IEEE Signal Processing Society (IEEE-SPS).
ISBN-13:
9781498722377
Veröffentl:
2018
Seiten:
628
Autor:
Rosângela Fernandes Coelho
eBook Typ:
PDF
eBook Format:
EPUB
Kopierschutz:
2 - DRM Adobe
Sprache:
Englisch

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