From d8ca7b584b693a2a61dd88767a81d99bc48aca32 Mon Sep 17 00:00:00 2001 From: Nick White Date: Fri, 15 Feb 2019 17:47:57 +0000 Subject: Separate out binarize into a package, and start adding tests for it --- binarize/sauvola_test.go | 88 ++++++++++++++++++++++++++++++++++++++++++++++++ 1 file changed, 88 insertions(+) create mode 100644 binarize/sauvola_test.go (limited to 'binarize/sauvola_test.go') diff --git a/binarize/sauvola_test.go b/binarize/sauvola_test.go new file mode 100644 index 0000000..12a040a --- /dev/null +++ b/binarize/sauvola_test.go @@ -0,0 +1,88 @@ +package binarize + +import ( + "fmt" + "image" + "image/draw" + "image/png" + "os" + "testing" +) + +func decode(s string) (*image.Gray, error) { + f, err := os.Open(s) + defer f.Close() + if err != nil { + return nil, err + } + img, err := png.Decode(f) + if err != nil { + return nil, err + } + b := img.Bounds() + gray := image.NewGray(image.Rect(0, 0, b.Dx(), b.Dy())) + draw.Draw(gray, b, img, b.Min, draw.Src) + return gray, nil +} + +func imgsequal(img1 *image.Gray, img2 *image.Gray) bool { + b := img1.Bounds() + if ! b.Eq(img2.Bounds()) { + return false + } + for y := b.Min.Y; y < b.Max.Y; y++ { + for x := b.Min.X; x < b.Max.X; x++ { + r0, g0, b0, a0 := img1.At(x, y).RGBA() + r1, g1, b1, a1 := img2.At(x, y).RGBA() + if r0 != r1 { + return false + } + if g0 != g1 { + return false + } + if b0 != b1 { + return false + } + if a0 != a1 { + return false + } + } + } + return true +} + +func TestBinarization(t *testing.T) { + // TODO: test non-integral sauvola method too + cases := []struct { + name string + orig string + done string + ksize float64 + wsize int + }{ + {"integralsauvola", "testdata/pg1.png", "testdata/pg1_integralsauvola_k0.5_w41.png", 0.5, 41}, + {"integralsauvola", "testdata/pg1.png", "testdata/pg1_integralsauvola_k0.5_w19.png", 0.5, 19}, + {"integralsauvola", "testdata/pg1.png", "testdata/pg1_integralsauvola_k0.3_w19.png", 0.3, 19}, + } + + for _, c := range cases { + t.Run(fmt.Sprintf("%s_%0.1f_%d", c.name, c.ksize, c.wsize), func(t *testing.T) { + orig, err := decode(c.orig) + if err != nil { + t.Errorf("Could not open file %s: %v\n", c.orig, err) + } + done, err := decode(c.done) + if err != nil { + t.Errorf("Could not open file %s: %v\n", c.done, err) + } + new := IntegralSauvola(orig, c.ksize, c.wsize) + if ! imgsequal(done, new) { + t.Errorf("Binarized %s differs to %s\n", c.orig, c.done) + } + }) + } +} + +func TestIntegralImg(t *testing.T) { + // TODO: compare mean and stddev between integral and basic methods +} -- cgit v1.2.1-24-ge1ad