Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing - Softcover

 
9780367574789: Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing
Softcover
ISBN 10: 0367574780 ISBN 13: 9780367574789
Verlag: Chapman and Hall/CRC, 2020

Inhaltsangabe

This handbook provides a complete overview of the concepts, theories, algorithms, and applications related to robust low-rank and sparse matrix decompositions. It offers a framework for computer vision applications, including image processing and video surveillance, and describes many methods and algorithms to tackle different formulation proble

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Über die Autorin bzw. den Autor

Thierry Bouwmans is an associate professor at the University of La Rochelle. He is the author of more than 30 papers on background modeling and foreground detection and is the creator and administrator of the Background Subtraction website and DLAM website. He has also served as a reviewer for numerous international conferences and journals. His research interests focus on the detection of moving objects in challenging environments.

Necdet Serhat Aybat is an assistant professor in the Department of Industrial and Manufacturing Engineering at Pennsylvania State University. He received his PhD in operations research from Columbia University. His research focuses on developing fast first-order algorithms for large-scale convex optimization problems from diverse application areas, such as compressed sensing, matrix completion, convex regression, and distributed optimization.

El-hadi Zahzah is an associate professor at the University of La Rochelle. He is the author of more than 60 papers on fuzzy logic, expert systems, image analysis, spatio-temporal modeling, and background modeling and foreground detection. His research interests focus on the spatio-temporal relations and detection of moving objects in challenging environments.

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Verlag
Chapman and Hall/CRC
Erscheinungsdatum
2020
Sprache
Englisch
ISBN 10 
0367574780
ISBN 13 
9780367574789
Einband
Taschenbuch
Anzahl der Seiten
554
Herausgeber
Bouwmans Thierry, Aybat Necdet Serhat, Zahzah El-Hadi
Kontakt zum Hersteller
preigu GmbH & Co. KG
mail@preigu.de

Lengericher Landstr. 19
Osnabrück
Niedersachsen
49078
Deutschland

Weitere beliebte Ausgaben desselben Titels

9781498724623: Handbook of Robust Low-Rank and Sparse Matrix Decomposition: Applications in Image and Video Processing

Vorgestellte Ausgabe

ISBN 10:  1498724620 ISBN 13:  9781498724623
Verlag: Chapman & Hall/CRC, 2016
Hardcover