Update asciiart.glsl
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@ -26,7 +26,7 @@ void main()
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vec4 mina = vec4(0.0, 0.0, 0.0, 0.0);
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vec4 minb = vec4(0.0, 0.0, 0.0, 0.0);
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for(int i=0; i<char_count; i++)
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for (int i=0; i<char_count; i++)
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{
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vec4 ff = vec4(0.0, 0.0, 0.0, 0.0);
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vec4 f = vec4(0.0, 0.0, 0.0, 0.0);
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@ -34,9 +34,9 @@ void main()
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vec4 t = vec4(0.0, 0.0, 0.0, 0.0);
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vec4 tt = vec4(0.0, 0.0, 0.0, 0.0);
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for(int x=0; x<char_width; x++)
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for (int x=0; x<char_width; x++)
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{
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for(int y=0; y<char_height; y++)
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for (int y=0; y<char_height; y++)
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{
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vec2 tex_pos = char_pos*char_dim + vec2(x,y) + 0.5;
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vec4 tex = texture(samp9, tex_pos * resolution.zw);
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@ -53,39 +53,38 @@ void main()
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}
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}
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/*
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The next lines are a bit harder, hf :-)
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// The next lines are a bit harder, hf :-)
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The idea is to find the perfect char with the perfect background color and the perfect font color.
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As this is an equation with three unknowns, we can't just try all chars and color combinations.
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// The idea is to find the perfect char with the perfect background color and the perfect font color.
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// As this is an equation with three unknowns, we can't just try all chars and color combinations.
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As criterion how "perfect" the selection is, we compare the "mean squared error" of the resulted colors of all chars.
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So, now the big issue: how to calculate the MSE without knowing the two colors ...
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// As criterion how "perfect" the selection is, we compare the "mean squared error" of the resulted colors of all chars.
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// So, now the big issue: how to calculate the MSE without knowing the two colors ...
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In the next steps, "a" is the font color, "b" is the background color, "f" is the font value at this pixel, "t" is the texture value
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// In the next steps, "a" is the font color, "b" is the background color, "f" is the font value at this pixel, "t" is the texture value
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So the square error of one pixel is:
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e = ( t - a⋅f - b⋅(1-f) ) ^ 2
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// So the square error of one pixel is:
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// e = ( t - a⋅f - b⋅(1-f) ) ^ 2
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In longer:
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e = a^2⋅f^2 - 2⋅a⋅b⋅f^2 + 2⋅a⋅b⋅f - 2⋅a⋅f⋅t + b^2⋅f^2 - 2⋅b^2⋅f + b^2 + 2⋅b⋅f⋅t - 2⋅b⋅t + t^2
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// In longer:
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// e = a^2⋅f^2 - 2⋅a⋅b⋅f^2 + 2⋅a⋅b⋅f - 2⋅a⋅f⋅t + b^2⋅f^2 - 2⋅b^2⋅f + b^2 + 2⋅b⋅f⋅t - 2⋅b⋅t + t^2
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The sum of all errors is: (as shortcut, ff,f,ft,t,tt are now the sums like declared above, sum(1) is the count of pixels)
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sum(e) = a^2⋅ff - 2⋅a^2⋅ff + 2⋅a⋅b⋅f - 2⋅a⋅ft + b^2⋅ff - 2⋅b^2⋅f + b^2⋅sum(1) + 2⋅b⋅ft - 2⋅b⋅t + tt
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// The sum of all errors is: (as shortcut, ff,f,ft,t,tt are now the sums like declared above, sum(1) is the count of pixels)
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// sum(e) = a^2⋅ff - 2⋅a^2⋅ff + 2⋅a⋅b⋅f - 2⋅a⋅ft + b^2⋅ff - 2⋅b^2⋅f + b^2⋅sum(1) + 2⋅b⋅ft - 2⋅b⋅t + tt
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To find the minimum, we have to derive this by "a" and "b":
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d/da sum(e) = 2⋅a⋅ff + 2⋅b⋅f - 2⋅b⋅ff - 2⋅ft
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d/db sum(e) = 2⋅a⋅f - 2⋅a⋅ff - 4⋅b⋅f + 2⋅b⋅ff + 2⋅b⋅sum(1) + 2⋅ft - 2⋅t
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// To find the minimum, we have to derive this by "a" and "b":
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// d/da sum(e) = 2⋅a⋅ff + 2⋅b⋅f - 2⋅b⋅ff - 2⋅ft
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// d/db sum(e) = 2⋅a⋅f - 2⋅a⋅ff - 4⋅b⋅f + 2⋅b⋅ff + 2⋅b⋅sum(1) + 2⋅ft - 2⋅t
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// So, both equations must be zero at minimum and there is only one solution.
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So, both equations must be zero at minimum and there is only one solution.
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*/
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vec4 a = (f*ft - ff*t + f*t - ft*float(char_pixels)) / (f*f - ff*float(char_pixels));
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vec4 b = (f*ft - ff*t) / (f*f - ff*float(char_pixels));
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vec4 diff = a*a*ff + 2.0*a*b*f - 2.0*a*b*ff - 2.0*a*ft + b*b *(-2.0*f + ff + float(char_pixels)) + 2.0*b*ft - 2.0*b*t + tt;
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float diff_f = dot(diff, vec4(1.0, 1.0, 1.0, 1.0));
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if(diff_f < mindiff) {
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if (diff_f < mindiff) {
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mindiff = diff_f;
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minc = float(i);
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mina = a;
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