Abstract: Recent advances in learning-based methods have markedly enhanced the capabilities of image compression. However, these methods struggle with high bit-depth volumetric medical images, facing ...

Compression reduces bandwidth and storage requirements by removing redundancy and irrelevancy. Redundancy occurs when data is sent when it’s not needed. Irrelevancy frequently occurs in audio and ...

As key applications become more data-intensive and the computational throughput of processors increases, the amount of data to be transferred in modern memory subsystems grows. Increasing physical ...

Disclaimer: This is a very simple concept; I am absolutely not the first person to come up with this idea. Real-time Deviation Encoding Scheme (RDES) is a simple, lossless, real-time compression ...

Bit packing is widely used to compress data that follows a size range different than that of what bytes, shorts, ints, and longs usually allow by letting you explicitly state the number of bits needed ...

In digital video compression, using 10 bits to compress the color information in a pixel. Even though most pixels are only eight bits, the extra two bits in the compression process provides for higher ...