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-rw-r--r--native/jni/src/geometry_utils.h19
1 files changed, 19 insertions, 0 deletions
diff --git a/native/jni/src/geometry_utils.h b/native/jni/src/geometry_utils.h
index 31359e19d..ee7c98562 100644
--- a/native/jni/src/geometry_utils.h
+++ b/native/jni/src/geometry_utils.h
@@ -85,5 +85,24 @@ static inline float pointToLineSegSquaredDistanceFloat(
}
return getSquaredDistanceFloat(x, y, projectionX, projectionY);
}
+
+// Normal distribution N(u, sigma^2).
+struct NormalDistribution {
+ NormalDistribution(const float u, const float sigma)
+ : mU(u), mSigma(sigma),
+ mPreComputedNonExpPart(1.0f / sqrtf(2.0f * M_PI_F * SQUARE_FLOAT(sigma))),
+ mPreComputedExponentPart(-1.0f / (2.0f * SQUARE_FLOAT(sigma))) {}
+
+ float getProbabilityDensity(const float x) {
+ const float shiftedX = x - mU;
+ return mPreComputedNonExpPart * expf(mPreComputedExponentPart * SQUARE_FLOAT(shiftedX));
+ }
+private:
+ DISALLOW_IMPLICIT_CONSTRUCTORS(NormalDistribution);
+ float mU; // mean value
+ float mSigma; // standard deviation
+ float mPreComputedNonExpPart; // = 1 / sqrt(2 * PI * sigma^2)
+ float mPreComputedExponentPart; // = -1 / (2 * sigma^2)
+};
} // namespace latinime
#endif // LATINIME_GEOMETRY_UTILS_H