Created
March 13, 2014 08:32
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Very slow dct (n^4) implementation on a single 8x8 macroblock. Example data based on example in Wikipedia article on JPEG
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var midpoint = 128; | |
var data = [ | |
[52, 55, 61, 66, 70, 61, 64, 73], | |
[63, 59, 55, 90, 109, 85, 69, 72], | |
[62, 59, 68, 113, 144, 104, 66, 73], | |
[63, 58, 71, 122, 154, 106, 70, 69], | |
[67, 61, 68, 104, 126, 88, 68, 70], | |
[79, 65, 60, 70, 77, 68, 58, 75], | |
[85, 71, 64, 59, 55, 61, 65, 83], | |
[87, 79, 69, 68, 65, 76, 78, 94] | |
]; | |
var shifted_data = []; | |
for (var x = 0; x < data.length; ++x) { | |
shifted_data.push([]); | |
for (var y = 0; y < data[x].length; ++y) { | |
shifted_data[x].push(data[x][y] - midpoint); | |
} | |
} | |
var dct = []; | |
for (var u = 0; u < shifted_data.length; ++u) { | |
dct.push([]); | |
var au = (u == 0) ? (1/Math.sqrt(2)) : 1; | |
for (var v = 0; v < shifted_data[u].length; ++v) { | |
var value = 0; | |
var av = (v == 0) ? (1/Math.sqrt(2)) : 1; | |
for (var x = 0; x < shifted_data.length; ++x) { | |
for (var y = 0; y < shifted_data[x].length; ++y) { | |
value += shifted_data[x][y] * | |
Math.cos( ((2 * x + 1) * u * Math.PI)/16 ) * | |
Math.cos( ((2 * y + 1) * v * Math.PI)/16 ) | |
} | |
} | |
value = 1/4 * av * au * value; | |
dct[u].push(value); | |
} | |
} |
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