Sentence examples for for the purpose of data compression from inspiring English sources

The concept of this technique is to replace original image blocks with representative patterns for the purpose of data compression.

Thus, although we may be able to posit sparse and manifold-based models for concisely capturing the intra- and inter-signal structures among the images in the ensemble, directly exploiting these models for the purpose of data compression may be prohibitively complex or require expensive collaboration among the sensors.

The purpose of secondary data compression is to identify "tight" sub-clusters of points among the data that we cannot discard in the primary phase.

If used correctly, for many types of data, compression reduces the data written to the media (here flash memory).

Figure 8 Data set for evaluation of data compression.

Due to the rapidly increasing need for methods of data compression, quantization has become a flourishing field in signal and image processing and information theory.

Tarjan holds part of two patents for certain types of data compression and data encryption.

In fact the whole issue of data compression will need re-examining, they say.

There are also general-purpose platforms that can be used for the purpose of gathering data for machine learning analysis.

Therefore, the 2D algorithm is designed to provide a general-purpose nucleotide compression protocol that can differentiate between sequence data and auxiliary data, thereby offering reconciliation between the specific and general extremes of data compression.

One aspect of data compression in genomics, index structures for sequencing data, is thoroughly discussed by Vyverman et al.[ 11].