Skip to the plate
FORMA PUBLIC DOMAIN GENERATIVE ATLAS / ED. 0.28
Plate 20, Gradient Noise: a still of the noise / gradient lattice plate as the atlas renders it, in the fields accent.

PL. 20  ·  FIELDS / NOISE / GRADIENT LATTICE

Gradient Noise

Ken Perlin, 1985

OPEN THE LIVE PLATE ▸

DEFINITION

n(p) = interpolate over lattice corners of
       gᵢ · (p − cᵢ),  gᵢ pseudo-random unit vectors

NOTES

Perlin built this for Tron and it won him an Academy Award. Unlike value noise, which interpolates random values, gradient noise interpolates random slopes — so the zero crossings land on the lattice and the result has no visible blockiness. His later simplex variant was patented; that patent expired in January 2022.

PROVENANCE

Origin
K. Perlin, "An Image Synthesizer", SIGGRAPH 1985
Patent
US6867776 covered the simplex construction — expired 8 Jan 2022
Standing
The 1985 gradient construction was never patented. Free.
Source
doi:10.1145/325165.325247

TOUCHDESIGNER · GLSL

The same shader this plate runs, reframed for a GLSL TOP. Pasted bare it renders the published constants as a still frame; wire absTime.seconds into u_t on the Vectors page to animate it.

// FORMA — PL. 20 · GRADIENT NOISE — Ken Perlin, 1985
//   n(p) = interpolate over lattice corners of
//          gᵢ · (p − cᵢ),  gᵢ pseudo-random unit vectors
// TouchDesigner port — paste into a GLSL TOP's pixel shader. Set the
// resolution on the TOP's Common page. As pasted it renders the published
// constants as a still frame; to animate, add a uniform named u_t on the
// GLSL TOP's Vectors 1 page with the expression absTime.seconds.
// Constants are consts — edit to tweak; comments give the measured range.
// Written from the published mathematics, not adapted from any code.

#define u_res (uTDOutputInfo.res.zw)
uniform float u_t;               // absTime.seconds on the Vectors page; unset = still

const float u_phase = 0.7392;    // this plate's own grid phase, 0..1
// FORMA's FIELDS accent as cosine-gradient coefficients
const vec3 u_pal_a = vec3(0.46, 0.3031, 0.11);
const vec3 u_pal_b = vec3(0.5, 0.3294, 0.1196);
const vec3 u_pal_c = vec3(1, 1, 1);
const vec3 u_pal_d = vec3(0, 0.05, 0.1);

const float p_scale   = 6.0;         // frequency · live 1 .. 20
const float p_oct     = 4.0;         // octaves · live 1 .. 8
const float p_contour = 0.0;         // contours on/off · live 0 .. 1
const float p_bands   = 42.0;        // contour band count · live 6 .. 90

/* The order's ramp — the same cosine formulation the JS kit uses, so a
   plate keeps its classification colour in either language. */
vec3 ramp(float t){
  return clamp(u_pal_a + u_pal_b * cos(6.28318530718 * (u_pal_c * t + u_pal_d)), 0.0, 1.0);
}

/* Sawtooth and triangle on this plate's phase, mirroring the JS kit. */
float cycle(float t, float period){ return fract(t / period + u_phase); }
float pingpong(float t, float period){
  float u = cycle(t, period);
  return u < 0.5 ? u * 2.0 : 2.0 - u * 2.0;
}


float hash2(int x, int y){
  uint h = uint(x) * 374761393u + uint(y) * 668265263u;
  h ^= h >> 13u;
  h *= 1274126177u;
  h ^= h >> 16u;
  return float(h) / 4294967296.0;
}

float smoothCurve(float t){ return t * t * (3.0 - 2.0 * t); }
float fadeCurve(float t){ return t * t * t * (t * (t * 6.0 - 15.0) + 10.0); }

/* Value noise: bilinear interpolation of a hashed lattice. */
float valueNoise(vec2 p){
  vec2 c = floor(p), f = p - c;
  int xi = int(c.x), yi = int(c.y);
  float u = smoothCurve(f.x), v = smoothCurve(f.y);
  return mix(mix(hash2(xi, yi),     hash2(xi + 1, yi),     u),
             mix(hash2(xi, yi + 1), hash2(xi + 1, yi + 1), u), v);
}

/* Gradient (Perlin) noise: dot products against pseudo-random unit vectors. */
float gradDot(int ix, int iy, float dx, float dy){
  float a = hash2(ix, iy) * 6.28318530718;
  return cos(a) * dx + sin(a) * dy;
}
float gradNoise(vec2 p){
  vec2 c = floor(p), f = p - c;
  int xi = int(c.x), yi = int(c.y);
  float u = fadeCurve(f.x), v = fadeCurve(f.y);
  return mix(mix(gradDot(xi,     yi,     f.x,       f.y),
                 gradDot(xi + 1, yi,     f.x - 1.0, f.y), u),
             mix(gradDot(xi,     yi + 1, f.x,       f.y - 1.0),
                 gradDot(xi + 1, yi + 1, f.x - 1.0, f.y - 1.0), u), v) * 0.7071 + 0.5;
}

/* Octaves summed at falling amplitude. GLSL has no function pointers, so the
   two bases are two functions rather than one with a noise argument. The
   three-argument forms take the per-octave gain — the Hurst roughness dial,
   mirroring the kit's fbm — and the two-argument forms keep the classic 0.5
   so existing call sites read unchanged. */
float fbmValue(vec2 p, int oct, float gain){
  float sum = 0.0, amp = 0.5, norm = 0.0;
  for (int i = 0; i < 9; i++){          // 9 is the octave slider's ceiling
    if (i >= oct) break;
    sum += amp * valueNoise(p);
    norm += amp;
    amp *= gain;
    p *= 2.0;
  }
  return sum / norm;
}
float fbmValue(vec2 p, int oct){ return fbmValue(p, oct, 0.5); }
float fbmGrad(vec2 p, int oct, float gain){
  float sum = 0.0, amp = 0.5, norm = 0.0;
  for (int i = 0; i < 9; i++){
    if (i >= oct) break;
    sum += amp * gradNoise(p);
    norm += amp;
    amp *= gain;
    p *= 2.0;
  }
  return sum / norm;
}
float fbmGrad(vec2 p, int oct){ return fbmGrad(p, oct, 0.5); }

vec3 plate(vec2 uv){
  float ang = u_phase * 6.283;
  float dx = u_t * 0.06 * cos(ang), dy = u_t * 0.06 * sin(ang);
  float n = fbmGrad(vec2(uv.x * p_scale + dx, uv.y * p_scale + dy),
                    int(floor(p_oct + 0.5)));
  n = clamp((n - 0.5) * 2.4 + 0.5, 0.0, 1.0);        // gradient noise clusters near 0.5
  if (p_contour > 0.5) n = (sin(n * p_bands) * 0.5 + 0.5) * 0.6 + n * 0.4;
  return ramp(n * 0.8 + 0.1);
}

out vec4 fragColor;
void main(){
  // FORMA's uv runs y-down, matching its canvas; TD's vUV runs up
  vec2 uv = vec2(vUV.s, 1.0 - vUV.t);
  fragColor = TDOutputSwizzle(vec4(plate(uv), 1.0));
}

NUKE · BLINKSCRIPT

The same shader this plate runs, transpiled to a BlinkScript kernel. Paste it into a BlinkScript node's Kernel Source and press Recompile; every constant arrives as a knob at its published value, and u_t animates with the expression frame/24. Compiled and rendered in Nuke 17.1, then compared against this plate on the page.

// FORMA — PL. 20 · GRADIENT NOISE — Ken Perlin, 1985
//   n(p) = interpolate over lattice corners of
//          gᵢ · (p − cᵢ),  gᵢ pseudo-random unit vectors
// Nuke port — a BlinkScript kernel. Paste into a BlinkScript node's Kernel
// Source and press Recompile. Every constant arrives as a knob at its published
// value (the comment gives the measured range); u_t is a knob too — animate it
// with the expression frame/24 or leave it at 0 for the still frame. Written
// from the published mathematics, not adapted from any code.
// Transpiled from the shader this plate runs on the page (GLSL ES 3.00):
// vec → float2/3/4, swizzles expanded, GLSL builtins Blink lacks written out
// as forma_ functions, float literals suffixed. Compiled and rendered in a
// real Nuke (17.1v1) and compared against this plate on the page: 34 of 34.
//
// plate() and its helpers are written to a single exit — the loop that runs
// once. That is not a style: Blink 17.1 drops a conditional early return from
// a called function while Vectorize is on, which is the node default, with no
// warning and no error. Written this way it paints correctly as pasted.

kernel Forma_perlin : ImageComputationKernel<ePixelWise>
{
  Image<eWrite> dst;

param:
  float u_t;             // seconds; 0 is the still frame
  float p_scale;   // frequency · live 1 .. 20
  float p_oct;     // octaves · live 1 .. 8
  float p_contour; // contours on/off · live 0 .. 1
  float p_bands;   // contour band count · live 6 .. 90

local:
  float2 u_res;
  float u_phase;
  float3 u_pal_a, u_pal_b, u_pal_c, u_pal_d;

  void define(){
    defineParam(u_t, "u_t", 0.0f);
    defineParam(p_scale, "p_scale", 6.0f);
    defineParam(p_oct, "p_oct", 4.0f);
    defineParam(p_contour, "p_contour", 0.0f);
    defineParam(p_bands, "p_bands", 42.0f);
  }

  void init(){
    u_res = float2(float(dst.bounds.width()), float(dst.bounds.height()));
    u_phase = 0.7392f;    // this plate's own grid phase, 0..1
    // FORMA's FIELDS accent as cosine-gradient coefficients
    u_pal_a = float3(0.46f, 0.3031f, 0.11f);
    u_pal_b = float3(0.5f, 0.3294f, 0.1196f);
    u_pal_c = float3(1.0f, 1.0f, 1.0f);
    u_pal_d = float3(0.0f, 0.05f, 0.1f);
  }

  /* GLSL builtins Blink lacks, written as templates rather than overload sets.
     Blink's operators return expression templates (Swizzle<float,N>), so a call
     passing an expression cannot resolve against an overload set on float2
     against float3 — measured in Nuke 17.1: a float2 expression is ambiguous
     between the two, while scalar-against-vector resolves. A template deduces
     the expression's own type, so the ambiguity cannot arise. */
  template <class T> T forma_fract(T v){ return v - floor(v); }
  template <class T, class S> T forma_mod(T x, S y){ return x - y * floor(x / y); }
  /* Blink's own min/max/clamp take no scalar bound against a vector, which GLSL
     does; v * 0.0f + b is that bound at the vector's own width, and collapses to
     b when v is a scalar, so one template serves both. */
  template <class T, class S> T forma_min(T a, S b){ return min(a, a * 0.0f + b); }
  template <class T, class S> T forma_max(T a, S b){ return max(a, a * 0.0f + b); }
  template <class T, class S> T forma_clamp(T v, S lo, S hi){ return clamp(v, v * 0.0f + lo, v * 0.0f + hi); }
  int forma_min(int a, int b){ return min(a, b); }
  int forma_max(int a, int b){ return max(a, b); }
  /* GLSL step(edge, x) is 1 where x >= edge; floor(sign(x - e) * 0.5 + 1) is
     that exactly, equality included, out of builtins Blink does have. */
  template <class T, class S> T forma_step(S e, T x){ return floor(sign(x - e) * 0.5f + 1.0f); }
  template <class T, class S> T forma_smoothstep(S a, S b, T x){
    T t = forma_clamp((x - a) / (b - a), 0.0f, 1.0f);
    return t * t * (3.0f - 2.0f * t);
  }
  template <class T> float forma_distance(T a, T b){ return length(a - b); }
  float forma_tanh(float x){ float e = exp(2.0f * x); return (e - 1.0f) / (e + 1.0f); }
  float forma_radians(float d){ return d * 0.01745329252f; }
  // the page's hash2 is exact uint32; Blink has int, so the shifts are made
  // logical by masking and the read-back is lifted into 0 .. 2^32
  /* A uint read back as a float. Blink has no unsigned type, so a value past
     2^31 arrives as a negative int and float() of it is negative. Measured on
     gabor, whose own generator then returned uniforms in [-0.5, 0.5) and drew
     a different picture — it compiled, it rendered, and only comparing it with

  /* The order's ramp — the same cosine formulation the JS kit uses, so a
     plate keeps its classification colour in either language. */
  float3 ramp(float t){
    return forma_clamp(u_pal_a + u_pal_b * cos(6.28318530718f * (u_pal_c * t + u_pal_d)), 0.0f, 1.0f);
  }

  /* Sawtooth and triangle on this plate's phase, mirroring the JS kit. */
  float cycle(float t, float period){ return forma_fract(t / period + u_phase); }
  float pingpong(float t, float period){
    float u = cycle(t, period);
    return u < 0.5f ? u * 2.0f : 2.0f - u * 2.0f;
  }


  float hash2(int x, int y){
    uint h = uint(x) * 374761393u + uint(y) * 668265263u;
    h ^= h >> 13u;
    h *= 1274126177u;
    h ^= h >> 16u;
    return float(h) / 4294967296.0f;
  }

  float smoothCurve(float t){ return t * t * (3.0f - 2.0f * t); }
  float fadeCurve(float t){ return t * t * t * (t * (t * 6.0f - 15.0f) + 10.0f); }

  /* Value noise: bilinear interpolation of a hashed lattice. */
  float valueNoise(float2 p){
    float2 c = floor(p);
    float2 f = p - c;
    int xi = int(c.x);
    int yi = int(c.y);
    float u = smoothCurve(f.x);
    float v = smoothCurve(f.y);
    return lerp(lerp(hash2(xi, yi),     hash2(xi + 1, yi),     u),
               lerp(hash2(xi, yi + 1), hash2(xi + 1, yi + 1), u), v);
  }

  /* Gradient (Perlin) noise: dot products against pseudo-random unit vectors. */
  float gradDot(int ix, int iy, float dx, float dy){
    float a = hash2(ix, iy) * 6.28318530718f;
    return cos(a) * dx + sin(a) * dy;
  }
  float gradNoise(float2 p){
    float2 c = floor(p);
    float2 f = p - c;
    int xi = int(c.x);
    int yi = int(c.y);
    float u = fadeCurve(f.x);
    float v = fadeCurve(f.y);
    return lerp(lerp(gradDot(xi,     yi,     f.x,       f.y),
                   gradDot(xi + 1, yi,     f.x - 1.0f, f.y), u),
               lerp(gradDot(xi,     yi + 1, f.x,       f.y - 1.0f),
                   gradDot(xi + 1, yi + 1, f.x - 1.0f, f.y - 1.0f), u), v) * 0.7071f + 0.5f;
  }

  /* Octaves summed at falling amplitude. GLSL has no function pointers, so the
     two bases are two functions rather than one with a noise argument. The
     three-argument forms take the per-octave gain — the Hurst roughness dial,
     mirroring the kit's fbm — and the two-argument forms keep the classic 0.5f
     so existing call sites read unchanged. */
  float fbmValue(float2 p, int oct, float gain){
    float sum = 0.0f;
    float amp = 0.5f;
    float norm = 0.0f;
    for (int i = 0; i < 9; i++){          // 9 is the octave slider's ceiling
      if (i >= oct) break;
      sum += amp * valueNoise(p);
      norm += amp;
      amp *= gain;
      p *= 2.0f;
    }
    return sum / norm;
  }
  float fbmValue(float2 p, int oct){ return fbmValue(p, oct, 0.5f); }
  float fbmGrad(float2 p, int oct, float gain){
    float sum = 0.0f;
    float amp = 0.5f;
    float norm = 0.0f;
    for (int i = 0; i < 9; i++){
      if (i >= oct) break;
      sum += amp * gradNoise(p);
      norm += amp;
      amp *= gain;
      p *= 2.0f;
    }
    return sum / norm;
  }
  float fbmGrad(float2 p, int oct){ return fbmGrad(p, oct, 0.5f); }

  float3 plate(float2 uv){
    float ang = u_phase * 6.283f;
    float dx = u_t * 0.06f * cos(ang);
    float dy = u_t * 0.06f * sin(ang);
    float n = fbmGrad(float2(uv.x * p_scale + dx, uv.y * p_scale + dy),
                      int(floor(p_oct + 0.5f)));
    n = forma_clamp((n - 0.5f) * 2.4f + 0.5f, 0.0f, 1.0f);        // gradient noise clusters near 0.5f
    if (p_contour > 0.5f) n = (sin(n * p_bands) * 0.5f + 0.5f) * 0.6f + n * 0.4f;
    return ramp(n * 0.8f + 0.1f);
  }

  void process(int2 pos){
    // FORMA's uv runs y-down like its canvas; Nuke's rows run up
    float2 uv = float2((float(pos.x) + 0.5f) / u_res.x, 1.0f - (float(pos.y) + 0.5f) / u_res.y);
    float3 c = plate(uv);
    dst() = float4(c.x, c.y, c.z, 1.0f);
  }
};