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authorTavian Barnes <tavianator@tavianator.com>2014-03-20 12:48:10 -0400
committerTavian Barnes <tavianator@tavianator.com>2014-03-20 13:05:02 -0400
commit04e5ed9135cb847cd576d71c6d55e89dfa77d69a (patch)
treea08f0148b1b0830239e9ab2d2101c27becd45dde
parent297fe5de717870601dd0f0a5dad778027bc5729e (diff)
downloadkd-forest-04e5ed9135cb847cd576d71c6d55e89dfa77d69a.tar.xz
Make hue sorting 3x faster by avoiding atan2() calls.
-rw-r--r--color.c67
1 files changed, 51 insertions, 16 deletions
diff --git a/color.c b/color.c
index d75d58f..75cd04e 100644
--- a/color.c
+++ b/color.c
@@ -11,7 +11,6 @@
#include "color.h"
#include <math.h>
-#define PI 3.1415926535897932
void
color_unpack(uint8_t pixel[3], uint32_t color)
@@ -119,23 +118,59 @@ color_set_Luv(double coords[3], uint32_t color)
coords[2] = 13.0*coords[0]*(vprime - vnprime);
}
-static double
-hue(uint32_t color)
+int
+color_comparator(const void *a, const void *b)
{
- double RGB[3];
- color_set_RGB(RGB, color);
+ double aRGB[3], bRGB[3];
+ color_set_RGB(aRGB, *(uint32_t *)a);
+ color_set_RGB(bRGB, *(uint32_t *)b);
+
+ double anum = aRGB[1] - aRGB[2], adenom = 2*aRGB[0] - aRGB[1] - aRGB[2];
+ double bnum = bRGB[1] - bRGB[2], bdenom = 2*bRGB[0] - bRGB[1] - bRGB[2];
+
+ // The hue angle is defined as atan2(sqrt(3)*n/d) (+ 2*pi if negative). But
+ // since atan2() is expensive, we compute an equivalent ordering while
+ // avoiding trig calls. First, handle the quadrants. We have:
+ //
+ // hue(n, d)
+ // | d >= 0 && n == 0 = 0
+ // | d >= 0 && n > 0 = atan(n/d)
+ // | d >= 0 && n < 0 = atan(n/d) + 2*pi
+ // | d < 0 = atan(n/d) + pi
+ //
+ // and since atan(n/d)'s range is [-pi/2, pi/2], each chunk can be strictly
+ // ordered relative to the other chunks.
+ if (adenom >= 0.0) {
+ if (anum >= 0.0) {
+ if (bdenom < 0.0 || bnum < 0.0) {
+ return -1;
+ }
+ } else {
+ if (bdenom < 0.0 || bnum >= 0.0) {
+ return 1;
+ }
+ }
+ } else if (bdenom >= 0.0) {
+ if (bnum >= 0.0) {
+ return 1;
+ } else {
+ return -1;
+ }
+ }
- double hue = atan2(sqrt(3.0)*(RGB[1] - RGB[2]), 2*RGB[0] - RGB[1] - RGB[2]);
- if (hue < 0.0) {
- hue += 2.0*PI;
+ // Special-case zero numerators, because we treat 0/0 as 0, not NaN
+ if (anum == 0.0 || bnum == 0.0) {
+ double lhs = anum*adenom;
+ double rhs = bnum*bdenom;
+ return (lhs > rhs) - (lhs < rhs);
}
- return hue;
-}
-int
-color_comparator(const void *a, const void *b)
-{
- double ahue = hue(*(uint32_t *)a);
- double bhue = hue(*(uint32_t *)b);
- return (ahue > bhue) - (ahue < bhue);
+ // The points are in the same/comparable quadrants. We can still avoid
+ // calculating atan(n/d) though, because it's an increasing function in n/d.
+ // We can also avoid a division, by noting that an/ad < bn/bd iff
+ // an*bd*sgn(ad*bd) < bn*ad*sgn(ad*bd). Due to the logic above, both sides of
+ // the equation must have the same sign, so the sgn()s are redundant.
+ double lhs = anum*bdenom;
+ double rhs = bnum*adenom;
+ return (lhs > rhs) - (lhs < rhs);
}