DocumentCode
705479
Title
Recursive interferometric representations
Author
Mallat, Stephane
Author_Institution
CMAP, Ecole Polytech., Palaiseau, France
fYear
2010
fDate
23-27 Aug. 2010
Firstpage
716
Lastpage
720
Abstract
Classification requires building invariant representations relatively to groups of deformations that preserve signal classes. Recursive interferometry computes invariants with a cascade of complex wavelet transforms and modulus operators. The resulting representation is stable relatively to elastic deformations and provides invariant representations of stationary processes. It maps signals to a manifold which preserves signal discriminability.
Keywords
elastic deformation; interferometry; signal classification; signal representation; wavelet transforms; elastic deformations; modulus operators; recursive interferometric representations; recursive interferometry; signal classes; signal discriminability; wavelet transforms; Convolution; Fourier transforms; Interference; Interferometry; Manifolds; Wavelet transforms;
fLanguage
English
Publisher
ieee
Conference_Titel
Signal Processing Conference, 2010 18th European
Conference_Location
Aalborg
ISSN
2219-5491
Type
conf
Filename
7096752
Link To Document