From e5a9c68d0529562195807f1251329a0f24827892 Mon Sep 17 00:00:00 2001 From: Brion Vibber Date: Sat, 5 Nov 2022 17:57:34 -0700 Subject: [PATCH] initial commit --- dither4.js | 505 ++++++++++++++++++++++++++++++++++++++++++++++++++++ index.html | 42 +++++ sample0.jpg | Bin 0 -> 33434 bytes sample1.jpg | Bin 0 -> 28130 bytes sample2.jpg | Bin 0 -> 33828 bytes sample3.jpg | Bin 0 -> 33265 bytes sample4.jpg | Bin 0 -> 25046 bytes sample5.jpg | Bin 0 -> 35037 bytes sample6.jpg | Bin 0 -> 36849 bytes 9 files changed, 547 insertions(+) create mode 100644 dither4.js create mode 100644 index.html create mode 100644 sample0.jpg create mode 100644 sample1.jpg create mode 100644 sample2.jpg create mode 100644 sample3.jpg create mode 100644 sample4.jpg create mode 100644 sample5.jpg create mode 100644 sample6.jpg diff --git a/dither4.js b/dither4.js new file mode 100644 index 0000000..9cff868 --- /dev/null +++ b/dither4.js @@ -0,0 +1,505 @@ +class RGB { + constructor(r, g, b) { + this.r = r; + this.g = g; + this.b = b; + } + + static fromHex(val) { + let r = val & 0xff; + let g = (val >> 8) & 0xff; + let b = (val >> 16) & 0xff; + return new RGB(r,g,b); + } + + add(other) { + return new RGB( + this.r + other.r, + this.g + other.g, + this.b + other.b + ); + } + + difference(other) { + return new RGB( + this.r - other.r, + this.g - other.g, + this.b - other.b + ); + } + + magnitude() { + return Math.sqrt( + this.r * this.r + + this.g * this.g + + this.b * this.b + ); + } + + distance(other) { + return this.difference(other).magnitude(); + } +} + +// snarfed from https://lospec.com/palette-list/atari-8-bit-family-gtia +// which was calculated with Retrospecs App's Atari 800 emulator +let palette256 = [ + 0x000000, + 0x111111, + 0x222222, + 0x333333, + 0x444444, + 0x555555, + 0x666666, + 0x777777, + 0x888888, + 0x999999, + 0xaaaaaa, + 0xbbbbbb, + 0xcccccc, + 0xdddddd, + 0xeeeeee, + 0xffffff, + 0x190700, + 0x2a1800, + 0x3b2900, + 0x4c3a00, + 0x5d4b00, + 0x6e5c00, + 0x7f6d00, + 0x907e09, + 0xa18f1a, + 0xb3a02b, + 0xc3b13c, + 0xd4c24d, + 0xe5d35e, + 0xf7e46f, + 0xfff582, + 0xffff96, + 0x310000, + 0x3f0000, + 0x531700, + 0x642800, + 0x753900, + 0x864a00, + 0x975b0a, + 0xa86c1b, + 0xb97d2c, + 0xca8e3d, + 0xdb9f4e, + 0xecb05f, + 0xfdc170, + 0xffd285, + 0xffe39c, + 0xfff4b2, + 0x420404, + 0x4f0000, + 0x600800, + 0x711900, + 0x822a0d, + 0x933b1e, + 0xa44c2f, + 0xb55d40, + 0xc66e51, + 0xd77f62, + 0xe89073, + 0xf9a183, + 0xffb298, + 0xffc3ae, + 0xffd4c4, + 0xffe5da, + 0x410103, + 0x50000f, + 0x61001b, + 0x720f2b, + 0x83203c, + 0x94314d, + 0xa5425e, + 0xb6536f, + 0xc76480, + 0xd87591, + 0xe986a2, + 0xfa97b3, + 0xffa8c8, + 0xffb9de, + 0xffcaef, + 0xfbdcf6, + 0x330035, + 0x440041, + 0x55004c, + 0x660c5c, + 0x771d6d, + 0x882e7e, + 0x993f8f, + 0xaa50a0, + 0xbb61b1, + 0xcc72c2, + 0xdd83d3, + 0xee94e4, + 0xffa5e4, + 0xffb6e9, + 0xffc7ee, + 0xffd8f3, + 0x1d005c, + 0x2e0068, + 0x400074, + 0x511084, + 0x622195, + 0x7332a6, + 0x8443b7, + 0x9554c8, + 0xa665d9, + 0xb776ea, + 0xc887eb, + 0xd998eb, + 0xe9a9ec, + 0xfbbaeb, + 0xffcbef, + 0xffdff9, + 0x020071, + 0x13007d, + 0x240b8c, + 0x351c9d, + 0x462dae, + 0x573ebf, + 0x684fd0, + 0x7960e1, + 0x8a71f2, + 0x9b82f7, + 0xac93f7, + 0xbda4f7, + 0xceb5f7, + 0xdfc6f7, + 0xf0d7f7, + 0xffe8f8, + 0x000068, + 0x000a7c, + 0x081b90, + 0x192ca1, + 0x2a3db2, + 0x3b4ec3, + 0x4c5fd4, + 0x5d70e5, + 0x6e81f6, + 0x7f92ff, + 0x90a3ff, + 0xa1b4ff, + 0xb2c5ff, + 0xc3d6ff, + 0xd4e7ff, + 0xe5f8ff, + 0x000a4d, + 0x001b63, + 0x002c79, + 0x023d8f, + 0x134ea0, + 0x245fb1, + 0x3570c2, + 0x4681d3, + 0x5792e4, + 0x68a3f5, + 0x79b4ff, + 0x8ac5ff, + 0x9bd6ff, + 0xace7ff, + 0xbdf8ff, + 0xceffff, + 0x001a26, + 0x002b3c, + 0x003c52, + 0x004d68, + 0x065e7c, + 0x176f8d, + 0x28809e, + 0x3991af, + 0x4aa2c0, + 0x5bb3d1, + 0x6cc4e2, + 0x7dd5f3, + 0x8ee6ff, + 0x9ff7ff, + 0xb0ffff, + 0xc1ffff, + 0x01250a, + 0x023610, + 0x004622, + 0x005738, + 0x05684d, + 0x16795e, + 0x278a6f, + 0x389b80, + 0x49ac91, + 0x5abda2, + 0x6bceb3, + 0x7cdfc4, + 0x8df0d5, + 0x9effe5, + 0xaffff1, + 0xc0fffd, + 0x04260d, + 0x043811, + 0x054713, + 0x005a1b, + 0x106b1b, + 0x217c2c, + 0x328d3d, + 0x439e4e, + 0x54af5f, + 0x65c070, + 0x76d181, + 0x87e292, + 0x98f3a3, + 0xa9ffb3, + 0xbaffbf, + 0xcbffcb, + 0x00230a, + 0x003510, + 0x044613, + 0x155613, + 0x266713, + 0x377813, + 0x488914, + 0x599a25, + 0x6aab36, + 0x7bbc47, + 0x8ccd58, + 0x9dde69, + 0xaeef7a, + 0xbfff8b, + 0xd0ff97, + 0xe1ffa3, + 0x001707, + 0x0e2808, + 0x1f3908, + 0x304a08, + 0x415b08, + 0x526c08, + 0x637d08, + 0x748e0d, + 0x859f1e, + 0x96b02f, + 0xa7c140, + 0xb8d251, + 0xc9e362, + 0xdaf473, + 0xebff82, + 0xfcff8e, + 0x1b0701, + 0x2c1801, + 0x3c2900, + 0x4d3b00, + 0x5f4c00, + 0x705e00, + 0x816f00, + 0x938009, + 0xa4921a, + 0xb2a02b, + 0xc7b43d, + 0xd8c64e, + 0xead760, + 0xf6e46f, + 0xfffa84, + 0xffff99, +].map((hex) => RGB.fromHex(hex)); + +function decimate(input, palette, n) { + // to brute-force, the possible palettes are: + // 255 * 254 * 253 = 16,386,810 + // + // we could brute force it but that's a lot :D + // but can do some bisection :D + // + // need a fitness metric. + // each pixel in the dithered line gives a distance + // sum/average them? median? maximum? + // summing evens out the ups/downs from dithering + // but doesn't distinguish between two close and two distant options + // consider median, 90th-percentile, and max of abs(distance) + // consider doing the distance for each channel? + + let line = input.slice(); + + // Apply dithering with given palette + let dither = (palette) => { + let fitness = 0; + let error = { + right: new RGB(0, 0, 0), + red: new Float64Array(line.length), + green: new Float64Array(line.length), + blue: new Float64Array(line.length), + } + + let output = new Int32Array(line.length); + let popularity = new Int32Array(palette.length); + + // Try dithering with this palette. + for (let x = 0; x < line.length; x++) { + let rgb = line[x]; + rgb = rgb.difference(error.right); + + // find the closest possible color + let shortest = Infinity; + let pick = -1; + + for (let i = 0; i < palette.length; i++) { + let diff = palette[i].difference(rgb); + let dist = diff.magnitude(); + if (dist < shortest) { + nextError = diff; + shortest = dist; + pick = i; + } + } + + output[x] = pick; + popularity[pick]++; + + error.right.r = nextError.r / 2; + error.right.g = nextError.g / 2; + error.right.b = nextError.b / 2; + + if (x == 0) { + error.red[x - 1] += nextError.r / 8; + error.green[x - 1] += nextError.g / 8; + error.blue[x - 1] += nextError.b / 8; + } else { + error.red[x] += nextError.r / 8; + error.green[x] += nextError.g / 8; + error.blue[x] += nextError.b / 8; + } + + error.red[x] += nextError.r / 4; + error.green[x] += nextError.g / 4; + error.blue[x] += nextError.b / 4; + + error.red[x + 1] += nextError.r / 8; + error.green[x + 1] += nextError.g / 8; + error.blue[x + 1] += nextError.b / 8; + + //fitness += error.r; + //fitness += error.g; + //fitness += error.b; + } + return { + output, + palette, + fitness, + popularity, + error + }; + }; + + let start = Date.now(); + let decimated = palette.slice(); + while (decimated.length > n) { + let {popularity} = dither(decimated); + + // Try dropping least used color on each iteration + let least = Infinity; + let pick = -1; + for (let i = 1; i < decimated.length; i++) { + if (popularity[i] < least) { + pick = i; + least = popularity[i]; + } + } + let old = decimated.length; + decimated = decimated.filter((rgb, i) => { + if (i == 0) { + return true; // keep black always + } + if (i == pick) { + return false; + } + if (popularity[i] == 0) { + return false; + } + return true; + }); + if (decimated.length >= old) { + throw new Error('logic error'); + } + } + let delta = Date.now() - start; + console.log(`${delta}ms for line`); + + // Palette fits + return dither(decimated); +} + +function convert(source, sink) { + + let width = 320; + let height = 192; + + let canvas = sink; + let ctx = canvas.getContext('2d'); + + // Draw the source image down, then grab it + // and re-draw it with custom palette & dither. + + ctx.drawImage(source, 0, 0); + + let imageData = ctx.getImageData(0, 0, width, height); + let {data} = imageData; + let nextError; + + for (let y = 0; y < height; y++) { + let line = new Uint8Array(data.buffer, y * width * 4, width * 4); + let input = []; + + // Note we take two pixels because we're using the 160-wide 4-color mode + for (let x = 0; x < width; x += 2) { + let i = x >> 1; + let rgb = new RGB( + (line[x * 4 + 0] + line[x * 4 + 4]) / 2, + (line[x * 4 + 1] + line[x * 4 + 5]) / 2, + (line[x * 4 + 2] + line[x * 4 + 6]) / 2 + ); + if (nextError) { + rgb.r -= nextError.red[i]; + rgb.g -= nextError.green[i]; + rgb.b -= nextError.blue[i]; + } else { + if (y > 0) { + debugger; + } + } + input.push(rgb); + } + + let {output, palette, error} = decimate(input, palette256, 4); + nextError = error; + + for (let x = 0; x < width; x++) { + let rgb = palette[output[x >> 1]]; + line[x * 4 + 0] = rgb.r; + line[x * 4 + 1] = rgb.g; + line[x * 4 + 2] = rgb.b; + line[x * 4 + 3] = 0xff; + } + } + + ctx.putImageData(imageData, 0, 0); +} + +function run() { + for (let i = 0; i < 7; i++) { + let source = document.querySelector('#source' + i); + let sink = document.querySelector('#sink' + i); + + let doit = () => convert(source, sink); + + if (source.complete) { + doit(); + } else { + source.addEventListener('load', doit); + } + } +} + +if (document.readyState === 'loading') { + addEventListener('DOMContentLoaded', run); +} else { + run(); +} diff --git a/index.html b/index.html new file mode 100644 index 0000000..7a72ee8 --- /dev/null +++ b/index.html @@ -0,0 +1,42 @@ + + + + + Atari 4-color palette dither generator + + + + + + + + + + + + + + + + + + + + + + + + + + \ No newline at end of file diff --git a/sample0.jpg b/sample0.jpg new file mode 100644 index 0000000000000000000000000000000000000000..405cdeaa9df5d39fbe7f993970f6a454c41a37d6 GIT binary patch literal 33434 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