Synonyms in Detail: subsampling and decimation Usage & Differences

What context can I use each word in?

Learn when and how to use these words with these examples!

subsampling

Example

The audio file was subsampled to reduce its size. [subsampling: verb]

Example

We used subsampling to select a representative sample of the data. [subsampling: noun]

decimation

Example

The signal was decimated to reduce its bandwidth. [decimated: verb]

Example

We applied decimation to the data to reduce its storage requirements. [decimation: noun]

Good things to know

Which word is more common?

Subsampling is more commonly used in machine learning and image processing, while decimation is more commonly used in signal processing and digital signal processing.

Whatโ€™s the difference in the tone of formality between subsampling and decimation?

Both subsampling and decimation are technical terms used in specialized fields, and are therefore more formal in tone.

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