Gebundenes Buch

Handbook of Robust Low-Rank and Sparse Matrix Decomposition

Applications in Image and Video Processing

Herausgeber: Bouwmans, Thierry; Zahzah, El-Hadi; Aybat, Necdet Serhat
Versandkostenfrei!
Versandfertig in über 4 Wochen
238,99 €
inkl. MwSt.
Weitere Ausgaben:
PAYBACK Punkte
119 °P sammeln!
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 problems. It also presents an introduction for beginners that reviews various decompositions, loss functions, optimization problems, and solvers. Software demos, datasets, and codes are available online.