Data compression ratio
Data compression ratio, also known as compression power, is a computer science term used to quantify the reduction in data-representation size produced by a data compression algorithm. The data compression ratio is analogous to the physical compression ratio used to measure physical compression of substances.
Thus a representation that compresses a 10MB file to 2MB has a compression ratio of 10/2 = 5, often notated as an explicit ratio, 5:1 (read "five" to "one"), or as an implicit ratio, 5/1. Note that this formulation applies equally for compression, where the uncompressed size is that of the original; and for decompression, where the uncompressed size is that of the reproduction.
Sometimes the space savings is given instead, which is defined as the reduction in size relative to the uncompressed size:
Thus a representation that compresses a 10MB file to 2MB would yield a space savings of 1 - 2/10 = 0.8, often notated as a percentage, 80%.
and instead of space savings, one speaks of data-rate savings, which is defined as the data-rate reduction relative to the uncompressed data rate:
For example, uncompressed songs in CD format have a data rate of 16 bits/channel x 2 channels x 44.1 kHz ≅ 1.4 Mbit/s, whereas AAC files on an iPod are typically compressed to 128 kbit/s, yielding a compression ratio of 10.9, for a data-rate savings of 0.91, or 91%.
When the uncompressed data rate is known, the compression ratio can be inferred from the compressed data rate.
Lossless vs. lossy
Lossless compression of digitized data such as video, digitized film, and audio preserves all the information, but can rarely do much better than 2:1 compression because of the intrinsic entropy of the data. In contrast, lossy compression (e.g. JPEG for images, or MP3 and Opus for audio) can achieve much higher compression ratios at the cost of a decrease in quality, such as Bluetooth audio streaming, as visual or audio compression artifacts from loss of important information are introduced. A compression ratio of at least 50:1 is needed to get 1080i video into a 20 Mbit/s MPEG transport stream.
- "Pixel grids, bit rate and compression ratio". Broadcast Engineering. 2007-12-01. Retrieved 2013-06-05.
- Charles Poynton (2012-02-07). "Digital Video and HD: Algorithms and Interfaces" (2nd ed.). Morgan Kaufmann Publishers. ISBN 9780123919267.
- "High Efficiency Video Coding (HEVC) text specification draft 10 (for FDIS & Consent)". JCT-VC. 2013-01-17. Retrieved 2013-06-05.
- "The H.264 Advanced Video Coding (AVC) Standard" (PDF). Logitech. Retrieved 2013-06-05.
- "White Paper on Performance Characteristics of MPEG-2 Long GoP vs AVC-I video compression techniques for Broadcast Applications" (PDF). Sony. Retrieved 2013-06-05.