Paper Info
Title
Efficient Real-Time Background Detection Based On The Pca Subspace Decomposition
Abstract
We investigate performance of the classical PCA based background subtraction procedure and compare it with the robust PCA versions which are computationally demanding. We show that the simple PCA based version endowed with the fast eigen-decomposition method allows real-time operation on VGA video streams while offering accuracy comparable with some of the robust versions.
Year
DOI
Venue
2017
10.1007/978-3-319-59063-9_43
ARTIFICIAL INTELLIGENCE AND SOFT COMPUTING, ICAISC 2017, PT I
Keywords
Field
DocType
Background subtraction, Computer vision, Real-time computations
Background subtraction,Pattern recognition,Computer science,Subspace decomposition,Artificial intelligence,Video Graphics Array
Conference
Volume
ISSN
Citations 
10245
0302-9743
0
PageRank 
References 
Authors
0.34
15
2
Name
Order
Citations
PageRank
Boguslaw Cyganek114524.53
Michał Woźniak221324.64