Data compression methods are thus of the utmost importance, as they can boost the efficiency of devices and communications, making users less reliant on cloud data services and external storage ...

DDT claimed that compared to LZ its method has a more simple data structure and algorithms, allowing for lower memory usage, simplicity of hardware implementation and predictability of compression ...

The result is a new data compression method that outperforms existing techniques, such as JPEG for images, and that could eventually be adopted for medical, scientific and video streaming ...

See lossless compression, archive, archive formats and capacity optimization. Lossless Methods (Dictionary and Statistical) The widely used dictionary method creates a list of repeatable phrases.

Data Compression Strategies Table 27-1 shows two different ways that data compression algorithms can be categorized. In (a), the methods have been classified as either lossless or lossy . A lossless ...

Approaches range from classical line‐simplification algorithms to advanced semantic compression methods that incorporate clustering and multi-resolution analysis.

In creating an entirely new way to compress data, a team of researchers has drawn inspiration from physics and the arts. The result is a new data compression method that outperforms existing ...

For instance, work conducted in 2021 introduced a trajectory segmentation method that leverages stop features to partition and simplify movement data while improving semantic accuracy [1].

The result is a new data compression method that outperforms existing techniques, such as JPEG for images, and that could eventually be adopted for medical, scientific and video streaming ...