Exponential-Golomb_coding

Exponential-Golomb coding

Exponential-Golomb coding

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An exponential-Golomb code (or just Exp-Golomb code) is a type of universal code. To encode any nonnegative integer x using the exp-Golomb code:

  1. Write down x+1 in binary
  2. Count the bits written, subtract one, and write that number of starting zero bits preceding the previous bit string.

The first few values of the code are:

 0 ⇒ 1 ⇒ 1
 1 ⇒ 10 ⇒ 010
 2 ⇒ 11 ⇒ 011
 3 ⇒ 100 ⇒ 00100
 4 ⇒ 101 ⇒ 00101
 5 ⇒ 110 ⇒ 00110
 6 ⇒ 111 ⇒ 00111
 7 ⇒ 1000 ⇒ 0001000
 8 ⇒ 1001 ⇒ 0001001
...[1]

In the above examples, consider the case 3. For 3, x+1 = 3 + 1 = 4. 4 in binary is '100'. '100' has 3 bits, and 3-1 = 2. Hence add 2 zeros before '100', which is '00100'

Similarly, consider 8. '8 + 1' in binary is '1001'. '1001' has 4 bits, and 4-1 is 3. Hence add 3 zeros before 1001, which is '0001001'.

This is identical to the Elias gamma code of x+1, allowing it to encode 0.[2]

Extension to negative numbers

Exp-Golomb coding is used in the H.264/MPEG-4 AVC and H.265 High Efficiency Video Coding video compression standards, in which there is also a variation for the coding of signed numbers by assigning the value 0 to the binary codeword '0' and assigning subsequent codewords to input values of increasing magnitude (and alternating sign, if the field can contain a negative number):

 0 ⇒ 0 ⇒ 1 ⇒ 1
 1 ⇒ 1 ⇒ 10 ⇒ 010
−1 ⇒ 2 ⇒ 11 ⇒ 011
 2 ⇒ 3 ⇒ 100 ⇒ 00100
−2 ⇒ 4 ⇒ 101 ⇒ 00101
 3 ⇒ 5 ⇒ 110 ⇒ 00110
−3 ⇒ 6 ⇒ 111 ⇒ 00111
 4 ⇒ 7 ⇒ 1000 ⇒ 0001000
−4 ⇒ 8 ⇒ 1001 ⇒ 0001001
...[1]

In other words, a non-positive integer x≤0 is mapped to an even integer −2x, while a positive integer x>0 is mapped to an odd integer 2x−1.

Exp-Golomb coding is also used in the Dirac video codec.[3]

Generalization to order k

To encode larger numbers in fewer bits (at the expense of using more bits to encode smaller numbers), this can be generalized using a nonnegative integer parameter  k. To encode a nonnegative integer x in an order-k exp-Golomb code:

  1. Encode ⌊x/2k⌋ using order-0 exp-Golomb code described above, then
  2. Encode x mod 2k in binary

An equivalent way of expressing this is:

  1. Encode x+2k−1 using the order-0 exp-Golomb code (i.e. encode x+2k using the Elias gamma code), then
  2. Delete k leading zero bits from the encoding result
More information x, k=0 ...

See also


References

  1. Richardson, Iain (2010). The H.264 Advanced Video Compression Standard. Wiley. pp. 208, 221. ISBN 978-0-470-51692-8.
  2. "Dirac Specification" (PDF). BBC. Archived from the original (PDF) on 2015-05-03. Retrieved 9 March 2011.

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