Adam7 algorithm

Adam7 is named after Adam M. Costello, who suggested the method on February 2, 1995, and after the seven steps involved.

It is a rearrangement of this five-pass scheme that had earlier been proposed by Lee Daniel Crocker:

Alternative speculative proposals at the time included square spiral interlacing and using Peano curves, but these were rejected as being overcomplicated.

The pixels included in each pass, and the total pixels encoded at that point are as follows:

When rendering, the image will generally be interpolated at earlier stages, rather than just these pixels being rendered.

Adam7 is a multiscale model of the data, similar to a discrete wavelet transform with Haar wavelets, though it starts from an 8 × 8 block, and downsamples the image, rather than decimating (low-pass filtering, then downsampling). It thus offers worse frequency behavior, showing artifacts (pixelation) at the early stages, in return for simpler implementation.

Iteration

Adam7 arises from iteration of the following pattern:

which may be interpreted as "folding" in the vertical and horizontal dimensions. Similarly, GIF interlacing 1324 can be seen as iteration of the 12 pattern, but only in the vertical direction (12 expands to 1.2. which is filled in as 1324).

Using this 3-pass pattern means the first pass is (1/2)² = 1/4 (25%) of the image.

Iterating this pattern once yields a 5-pass scheme; after 3 passes this yields

which is then filled in to:

In the 5-pass pattern, the first pass (1/4)² = 1/16 (6.25%) of the image.

Iterating again yields the 7-pass Adam7 scheme, where the first pass (1/8)² = 1/64 (1.5625%) of the image.

In principle this can be iterated, yielding a 9-pass scheme, an 11-pass scheme, and so forth, or alternatively an adaptive number of passes can be used, as many as the image size will allow (so the first pass consists of a single pixel), as is usual in scale-free multiscale modeling. In the context that PNG was developed (i.e., for the image sizes and connection speeds in question), a 7-pass scheme was seen as sufficient, and preferable to a simple 5-pass scheme.