imaging/adjust_test.go

package imaging

import (
	"image"
	"image/color"
	"testing"
)

func TestGrayscale(t *testing.T) {
	testCases := []struct {
		name string
		src  image.Image
		want *image.NRGBA
	}{
		{
			"Grayscale 3x3",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0x3d, 0x3d, 0x3d, 0x01, 0x78, 0x78, 0x78, 0x02, 0x17, 0x17, 0x17, 0x03,
					0x1f, 0x1f, 0x1f, 0xff, 0x25, 0x25, 0x25, 0xff, 0x66, 0x66, 0x66, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
	}
	for _, tc := range testCases {
		t.Run(tc.name, func(t *testing.T) {
			got := Grayscale(tc.src)
			if !compareNRGBA(got, tc.want, 0) {
				t.Fatalf("got result %#v want %#v", got, tc.want)
			}
		})
	}
}

func BenchmarkGrayscale(b *testing.B) {
	b.ReportAllocs()
	for i := 0; i < b.N; i++ {
		Grayscale(testdataBranchesJPG)
	}
}

func TestInvert(t *testing.T) {
	testCases := []struct {
		name string
		src  image.Image
		want *image.NRGBA
	}{
		{
			"Invert 3x3",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0x33, 0xff, 0xff, 0x01, 0xff, 0x33, 0xff, 0x02, 0xff, 0xff, 0x33, 0x03,
					0xee, 0xdd, 0xcc, 0xff, 0xcc, 0xdd, 0xee, 0xff, 0x55, 0xcc, 0x44, 0xff,
					0xff, 0xff, 0xff, 0xff, 0xcc, 0xcc, 0xcc, 0xff, 0x00, 0x00, 0x00, 0xff,
				},
			},
		},
	}
	for _, tc := range testCases {
		t.Run(tc.name, func(t *testing.T) {
			got := Invert(tc.src)
			if !compareNRGBA(got, tc.want, 0) {
				t.Fatalf("got result %#v want %#v", got, tc.want)
			}
		})
	}
}

func BenchmarkInvert(b *testing.B) {
	b.ReportAllocs()
	for i := 0; i < b.N; i++ {
		Invert(testdataBranchesJPG)
	}
}

func TestAdjustContrast(t *testing.T) {
	testCases := []struct {
		name string
		src  image.Image
		p    float64
		want *image.NRGBA
	}{
		{
			"AdjustContrast 3x3 10",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			10,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xd5, 0x00, 0x00, 0x01, 0x00, 0xd5, 0x00, 0x02, 0x00, 0x00, 0xd5, 0x03,
					0x05, 0x18, 0x2b, 0xff, 0x2b, 0x18, 0x05, 0xff, 0xaf, 0x2b, 0xc2, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x2b, 0x2b, 0x2b, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
		{
			"AdjustContrast 3x3 100",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			100,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xff, 0x00, 0x00, 0x01, 0x00, 0xff, 0x00, 0x02, 0x00, 0x00, 0xff, 0x03,
					0x00, 0x00, 0x00, 0xff, 0x00, 0x00, 0x00, 0xff, 0xff, 0x00, 0xff, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
		{
			"AdjustContrast 3x3 -10",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			-10,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xc4, 0x0d, 0x0d, 0x01, 0x0d, 0xc4, 0x0d, 0x02, 0x0d, 0x0d, 0xc4, 0x03,
					0x1c, 0x2b, 0x3b, 0xff, 0x3b, 0x2b, 0x1c, 0xff, 0xa6, 0x3b, 0xb5, 0xff,
					0x0d, 0x0d, 0x0d, 0xff, 0x3b, 0x3b, 0x3b, 0xff, 0xf2, 0xf2, 0xf2, 0xff,
				},
			},
		},
		{
			"AdjustContrast 3x3 -100",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			-100,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0x80, 0x80, 0x80, 0x01, 0x80, 0x80, 0x80, 0x02, 0x80, 0x80, 0x80, 0x03,
					0x80, 0x80, 0x80, 0xff, 0x80, 0x80, 0x80, 0xff, 0x80, 0x80, 0x80, 0xff,
					0x80, 0x80, 0x80, 0xff, 0x80, 0x80, 0x80, 0xff, 0x80, 0x80, 0x80, 0xff,
				},
			},
		},
		{
			"AdjustContrast 3x3 0",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			0,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
	}
	for _, tc := range testCases {
		t.Run(tc.name, func(t *testing.T) {
			got := AdjustContrast(tc.src, tc.p)
			if !compareNRGBA(got, tc.want, 0) {
				t.Fatalf("got result %#v want %#v", got, tc.want)
			}
		})
	}
}

func TestAdjustContrastGolden(t *testing.T) {
	for name, p := range map[string]float64{
		"out_contrast_m15.png": -15,
		"out_contrast_p15.png": 15,
	} {
		got := AdjustContrast(testdataFlowersSmallPNG, p)
		want, err := Open("testdata/" + name)
		if err != nil {
			t.Fatalf("failed to open image: %v", err)
		}
		if !compareNRGBA(got, toNRGBA(want), 0) {
			t.Fatalf("resulting image differs from golden: %s", name)
		}
	}
}

func BenchmarkAdjustContrast(b *testing.B) {
	b.ReportAllocs()
	for i := 0; i < b.N; i++ {
		AdjustContrast(testdataBranchesJPG, 10)
	}
}

func TestAdjustBrightness(t *testing.T) {
	testCases := []struct {
		name string
		src  image.Image
		p    float64
		want *image.NRGBA
	}{
		{
			"AdjustBrightness 3x3 10",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			10,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xe6, 0x1a, 0x1a, 0x01, 0x1a, 0xe6, 0x1a, 0x02, 0x1a, 0x1a, 0xe6, 0x03,
					0x2b, 0x3c, 0x4d, 0xff, 0x4d, 0x3c, 0x2b, 0xff, 0xc4, 0x4d, 0xd5, 0xff,
					0x1a, 0x1a, 0x1a, 0xff, 0x4d, 0x4d, 0x4d, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
		{
			"AdjustBrightness 3x3 100",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			100,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xff, 0xff, 0xff, 0x01, 0xff, 0xff, 0xff, 0x02, 0xff, 0xff, 0xff, 0x03,
					0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff,
					0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
		{
			"AdjustBrightness 3x3 -10",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			-10,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xb3, 0x00, 0x00, 0x01, 0x00, 0xb3, 0x00, 0x02, 0x00, 0x00, 0xb3, 0x03,
					0x00, 0x09, 0x1a, 0xff, 0x1a, 0x09, 0x00, 0xff, 0x91, 0x1a, 0xa2, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x1a, 0x1a, 0x1a, 0xff, 0xe6, 0xe6, 0xe6, 0xff,
				},
			},
		},
		{
			"AdjustBrightness 3x3 -100",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			-100,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0x00, 0x00, 0x00, 0x01, 0x00, 0x00, 0x00, 0x02, 0x00, 0x00, 0x00, 0x03,
					0x00, 0x00, 0x00, 0xff, 0x00, 0x00, 0x00, 0xff, 0x00, 0x00, 0x00, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x00, 0x00, 0x00, 0xff, 0x00, 0x00, 0x00, 0xff,
				},
			},
		},
		{
			"AdjustBrightness 3x3 0",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			0,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
	}
	for _, tc := range testCases {
		t.Run(tc.name, func(t *testing.T) {
			got := AdjustBrightness(tc.src, tc.p)
			if !compareNRGBA(got, tc.want, 0) {
				t.Fatalf("got result %#v want %#v", got, tc.want)
			}
		})
	}
}

func TestAdjustBrightnessGolden(t *testing.T) {
	for name, p := range map[string]float64{
		"out_brightness_m10.png": -10,
		"out_brightness_p10.png": 10,
	} {
		got := AdjustBrightness(testdataFlowersSmallPNG, p)
		want, err := Open("testdata/" + name)
		if err != nil {
			t.Fatalf("failed to open image: %v", err)
		}
		if !compareNRGBA(got, toNRGBA(want), 0) {
			t.Fatalf("resulting image differs from golden: %s", name)
		}
	}
}

func BenchmarkAdjustBrightness(b *testing.B) {
	b.ReportAllocs()
	for i := 0; i < b.N; i++ {
		AdjustBrightness(testdataBranchesJPG, 10)
	}
}

func TestAdjustGamma(t *testing.T) {
	testCases := []struct {
		name string
		src  image.Image
		p    float64
		want *image.NRGBA
	}{
		{
			"AdjustGamma 3x3 0.75",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			0.75,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xbd, 0x00, 0x00, 0x01, 0x00, 0xbd, 0x00, 0x02, 0x00, 0x00, 0xbd, 0x03,
					0x07, 0x11, 0x1e, 0xff, 0x1e, 0x11, 0x07, 0xff, 0x95, 0x1e, 0xa9, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x1e, 0x1e, 0x1e, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
		{
			"AdjustGamma 3x3 1.5",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			1.5,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xdc, 0x00, 0x00, 0x01, 0x00, 0xdc, 0x00, 0x02, 0x00, 0x00, 0xdc, 0x03,
					0x2a, 0x43, 0x57, 0xff, 0x57, 0x43, 0x2a, 0xff, 0xc3, 0x57, 0xcf, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x57, 0x57, 0x57, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
		{
			"AdjustGamma 3x3 1.0",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			1.0,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
	}
	for _, tc := range testCases {
		t.Run(tc.name, func(t *testing.T) {
			got := AdjustGamma(tc.src, tc.p)
			if !compareNRGBA(got, tc.want, 0) {
				t.Fatalf("got result %#v want %#v", got, tc.want)
			}
		})
	}
}

func TestAdjustGammaGolden(t *testing.T) {
	for name, g := range map[string]float64{
		"out_gamma_0.75.png": 0.75,
		"out_gamma_1.25.png": 1.25,
	} {
		got := AdjustGamma(testdataFlowersSmallPNG, g)
		want, err := Open("testdata/" + name)
		if err != nil {
			t.Fatalf("failed to open image: %v", err)
		}
		if !compareNRGBA(got, toNRGBA(want), 0) {
			t.Fatalf("resulting image differs from golden: %s", name)
		}
	}
}

func BenchmarkAdjustGamma(b *testing.B) {
	b.ReportAllocs()
	for i := 0; i < b.N; i++ {
		AdjustGamma(testdataBranchesJPG, 1.5)
	}
}

func TestAdjustSigmoid(t *testing.T) {
	testCases := []struct {
		name string
		src  image.Image
		m    float64
		p    float64
		want *image.NRGBA
	}{
		{
			"AdjustSigmoid 3x3 0.5 3.0",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			0.5,
			3.0,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xd4, 0x00, 0x00, 0x01, 0x00, 0xd4, 0x00, 0x02, 0x00, 0x00, 0xd4, 0x03,
					0x0d, 0x1b, 0x2b, 0xff, 0x2b, 0x1b, 0x0d, 0xff, 0xb1, 0x2b, 0xc3, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x2b, 0x2b, 0x2b, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
		{
			"AdjustSigmoid 3x3 0.5 -3.0",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			0.5,
			-3.0,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xc4, 0x00, 0x00, 0x01, 0x00, 0xc4, 0x00, 0x02, 0x00, 0x00, 0xc4, 0x03,
					0x16, 0x2a, 0x3b, 0xff, 0x3b, 0x2a, 0x16, 0xff, 0xa4, 0x3b, 0xb3, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x3b, 0x3b, 0x3b, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
		{
			"AdjustSigmoid 3x3 0.5 0.0",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			0.5,
			0.0,
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
	}
	for _, tc := range testCases {
		t.Run(tc.name, func(t *testing.T) {
			got := AdjustSigmoid(tc.src, tc.m, tc.p)
			if !compareNRGBA(got, tc.want, 0) {
				t.Fatalf("got result %#v want %#v", got, tc.want)
			}
		})
	}
}

func BenchmarkAdjustSigmoid(b *testing.B) {
	b.ReportAllocs()
	for i := 0; i < b.N; i++ {
		AdjustSigmoid(testdataBranchesJPG, 0.5, 3.0)
	}
}

func TestAdjustFunc(t *testing.T) {
	testCases := []struct {
		name string
		src  image.Image
		fn   func(c color.NRGBA) color.NRGBA
		want *image.NRGBA
	}{
		{
			"invert",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			func(c color.NRGBA) color.NRGBA {
				return color.NRGBA{255 - c.R, 255 - c.G, 255 - c.B, c.A}
			},
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0x33, 0xff, 0xff, 0x01, 0xff, 0x33, 0xff, 0x02, 0xff, 0xff, 0x33, 0x03,
					0xee, 0xdd, 0xcc, 0xff, 0xcc, 0xdd, 0xee, 0xff, 0x55, 0xcc, 0x44, 0xff,
					0xff, 0xff, 0xff, 0xff, 0xcc, 0xcc, 0xcc, 0xff, 0x00, 0x00, 0x00, 0xff,
				},
			},
		},
		{
			"threshold",
			&image.NRGBA{
				Rect:   image.Rect(-1, -1, 2, 2),
				Stride: 3 * 4,
				Pix: []uint8{
					0xcc, 0x00, 0x00, 0x01, 0x00, 0xcc, 0x00, 0x02, 0x00, 0x00, 0xcc, 0x03,
					0x11, 0x22, 0x33, 0xff, 0x33, 0x22, 0x11, 0xff, 0xaa, 0x33, 0xbb, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x33, 0x33, 0x33, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
			func(c color.NRGBA) color.NRGBA {
				y := 0.299*float64(c.R) + 0.587*float64(c.G) + 0.114*float64(c.B)
				if y > 0x55 {
					return color.NRGBA{0xff, 0xff, 0xff, c.A}
				}
				return color.NRGBA{0x00, 0x00, 0x00, c.A}
			},
			&image.NRGBA{
				Rect:   image.Rect(0, 0, 3, 3),
				Stride: 3 * 4,
				Pix: []uint8{
					0x00, 0x00, 0x00, 0x01, 0xff, 0xff, 0xff, 0x02, 0x00, 0x00, 0x00, 0x03,
					0x00, 0x00, 0x00, 0xff, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff, 0xff,
					0x00, 0x00, 0x00, 0xff, 0x00, 0x00, 0x00, 0xff, 0xff, 0xff, 0xff, 0xff,
				},
			},
		},
	}
	for _, tc := range testCases {
		t.Run(tc.name, func(t *testing.T) {
			got := AdjustFunc(tc.src, tc.fn)
			if !compareNRGBA(got, tc.want, 0) {
				t.Fatalf("got result %#v want %#v", got, tc.want)
			}
		})
	}
}