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- Decorrelation abstract "Decorrelation is a general term for any process that is used to reduce autocorrelation within a signal, or cross-correlation within a set of signals, while preserving other aspects of the signal. A frequently used method of decorrelation is the use of a matched linear filter to reduce the autocorrelation of a signal as far as possible. Since the minimum possible autocorrelation for a given signal energy is achieved by equalising the power spectrum of the signal to be similar to that of a white noise signal, this is often referred to as signal whitening. Although most decorrelation algorithms are linear, non-linear decorrelation algorithms also exist.Many data compression algorithms incorporate a decorrelation stage. For example, many transform coders first apply a fixed linear transformation that would, on average, have the effect of decorrelating a typical signal of the class to be coded, prior to any later processing. This is typically a Karhunen-Loève transform, or a simplified approximation such as the discrete cosine transform. By comparison, sub-band coders do not generally have an explicit decorrelation step, but instead exploit the already-existing reduced correlation within each of the sub-bands of the signal, due to the relative flatness of each sub-band of the power spectrum in many classes of signals.Linear predictive coders can be modeled as an attempt to decorrelate signals by subtracting the best possible linear prediction from the input signal, leaving a whitened residual signal.Decorrelation techniques can also be used for many other purposes, such as reducing crosstalk in a multi-channel signal, or in the design of echo cancellers. In image processing decorrelation techniques can be used to enhance or stretch, colour differences found in each pixel of an image. This is generally termed as 'decorrelation stretching'.The concept of decorrelation can be applied in many other fields.In neuroscience, decorrelation is used in the analysis of the neural networks in the human visual system.In cryptography, it is used in cipher design (see Decorrelation theory) and in the design of hardware random number generators.".
- Decorrelation wikiPageExternalLink node40.html.
- Decorrelation wikiPageExternalLink dong.
- Decorrelation wikiPageID "5839494".
- Decorrelation wikiPageLength "2841".
- Decorrelation wikiPageOutDegree "29".
- Decorrelation wikiPageRevisionID "672268334".
- Decorrelation wikiPageWikiLink Artificial_neural_network.
- Decorrelation wikiPageWikiLink Autocorrelation.
- Decorrelation wikiPageWikiLink Category:Computational_physics.
- Decorrelation wikiPageWikiLink Category:Image_processing.
- Decorrelation wikiPageWikiLink Category:Signal_processing.
- Decorrelation wikiPageWikiLink Color.
- Decorrelation wikiPageWikiLink Cross-correlation.
- Decorrelation wikiPageWikiLink Crosstalk.
- Decorrelation wikiPageWikiLink Cryptography.
- Decorrelation wikiPageWikiLink Decorrelation_theory.
- Decorrelation wikiPageWikiLink Discrete_cosine_transform.
- Decorrelation wikiPageWikiLink Echo_suppression_and_cancellation.
- Decorrelation wikiPageWikiLink Eigendecomposition_of_a_matrix.
- Decorrelation wikiPageWikiLink Equalization_(communications).
- Decorrelation wikiPageWikiLink Hardware_random_number_generator.
- Decorrelation wikiPageWikiLink Image_processing.
- Decorrelation wikiPageWikiLink Karhunen–Loève_theorem.
- Decorrelation wikiPageWikiLink Linear_filter.
- Decorrelation wikiPageWikiLink Linear_map.
- Decorrelation wikiPageWikiLink Linear_predictive_coding.
- Decorrelation wikiPageWikiLink Neuroscience.
- Decorrelation wikiPageWikiLink Nonlinear_system.
- Decorrelation wikiPageWikiLink Pixel.
- Decorrelation wikiPageWikiLink Randomness_extractor.
- Decorrelation wikiPageWikiLink Sub-band_coding.
- Decorrelation wikiPageWikiLink Transform_coding.
- Decorrelation wikiPageWikiLink White_noise.
- Decorrelation wikiPageWikiLink Whitening_transformation.
- Decorrelation wikiPageWikiLinkText ""decorrelating"".
- Decorrelation wikiPageWikiLinkText ""whitened"".
- Decorrelation wikiPageWikiLinkText "Decorrelation".
- Decorrelation wikiPageWikiLinkText "data whitening".
- Decorrelation wikiPageWikiLinkText "decorrelating".
- Decorrelation wikiPageWikiLinkText "decorrelation".
- Decorrelation wikiPageWikiLinkText "flatten".
- Decorrelation wikiPageWikiLinkText "whitening".
- Decorrelation subject Category:Computational_physics.
- Decorrelation subject Category:Image_processing.
- Decorrelation subject Category:Signal_processing.
- Decorrelation hypernym Term.
- Decorrelation type Algorithm.
- Decorrelation type Field.
- Decorrelation type Physic.
- Decorrelation comment "Decorrelation is a general term for any process that is used to reduce autocorrelation within a signal, or cross-correlation within a set of signals, while preserving other aspects of the signal. A frequently used method of decorrelation is the use of a matched linear filter to reduce the autocorrelation of a signal as far as possible.".
- Decorrelation label "Decorrelation".
- Decorrelation sameAs Q788608.
- Decorrelation sameAs Decorrelación.
- Decorrelation sameAs Décorrélation.
- Decorrelation sameAs m.0f8ck0.
- Decorrelation sameAs Q788608.
- Decorrelation wasDerivedFrom Decorrelation?oldid=672268334.
- Decorrelation isPrimaryTopicOf Decorrelation.