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Decoupling Global Features by Imposing Orthogonality on the Gradients: Analysis , Synthesis and Signal Processing

Authors: Portilla, Javier;

Decoupling Global Features by Imposing Orthogonality on the Gradients: Analysis , Synthesis and Signal Processing

Abstract

Sets of features having mutually orthogonal gradients (i.e., orthofeature sets) have remarkable properties that make them very different from statistical-based methods, and that can be exploited for a wide range of problems. So far we have demonstrated their application to data analysis (mainly texture classification and statistical regression), but lately we are exploring also its potential in signal processing and synthesis.

MSDA, Prague CZ, 25 - 26 November 2019. -- http://naridv.cas.cz/msda-workshop. -- Conferencia invitada

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selected citations
These citations are derived from selected sources.
This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Citations provided by BIP!
popularity
This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network.
BIP!Popularity provided by BIP!
influence
This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically).
BIP!Influence provided by BIP!
impulse
This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network.
BIP!Impulse provided by BIP!
0
Average
Average
Average
Green