overcomplete

[oh-ver-kuhm-pleet]

overcomplete Definition

having more components than necessary to represent a signal or image.

Using overcomplete: Examples

Take a moment to familiarize yourself with how "overcomplete" can be used in various situations through the following examples!

  • Example

    The overcomplete representation of the image allowed for more accurate reconstruction.

  • Example

    The dictionary used for sparse coding was overcomplete, allowing for better approximation of the signal.

  • Example

    An overcomplete system can provide more information than a complete one.

overcomplete Synonyms and Antonyms

Synonyms for overcomplete

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Summary: overcomplete in Brief

'Overcomplete' [oh-ver-kuhm-pleet] describes a system that has more components than necessary to represent a signal or image. This redundancy allows for more accurate reconstruction and better approximation of the signal. An overcomplete system can provide more information than a complete one.