diff options
-rw-r--r-- | binarize/integralimg.go | 2 | ||||
-rw-r--r-- | binarize/sauvola.go | 2 | ||||
-rw-r--r-- | binarize/sauvola_test.go | 88 | ||||
-rw-r--r-- | binarize/testdata/pg1.png | bin | 0 -> 651071 bytes | |||
-rw-r--r-- | binarize/testdata/pg1_integralsauvola_k0.3_w19.png | bin | 0 -> 19456 bytes | |||
-rw-r--r-- | binarize/testdata/pg1_integralsauvola_k0.5_w19.png | bin | 0 -> 18241 bytes | |||
-rw-r--r-- | binarize/testdata/pg1_integralsauvola_k0.5_w41.png | bin | 0 -> 18260 bytes | |||
-rw-r--r-- | binarize/util.go | 2 | ||||
-rw-r--r-- | sauvola/main.go (renamed from binarize/main.go) | 9 |
9 files changed, 95 insertions, 8 deletions
diff --git a/binarize/integralimg.go b/binarize/integralimg.go index c585d60..75e9cce 100644 --- a/binarize/integralimg.go +++ b/binarize/integralimg.go @@ -1,4 +1,4 @@ -package main +package binarize import ( "image" diff --git a/binarize/sauvola.go b/binarize/sauvola.go index bc311ad..ca0acf0 100644 --- a/binarize/sauvola.go +++ b/binarize/sauvola.go @@ -1,4 +1,4 @@ -package main +package binarize import ( "image" 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 +} diff --git a/binarize/testdata/pg1.png b/binarize/testdata/pg1.png Binary files differnew file mode 100644 index 0000000..2bcc4b1 --- /dev/null +++ b/binarize/testdata/pg1.png diff --git a/binarize/testdata/pg1_integralsauvola_k0.3_w19.png b/binarize/testdata/pg1_integralsauvola_k0.3_w19.png Binary files differnew file mode 100644 index 0000000..bdf5712 --- /dev/null +++ b/binarize/testdata/pg1_integralsauvola_k0.3_w19.png diff --git a/binarize/testdata/pg1_integralsauvola_k0.5_w19.png b/binarize/testdata/pg1_integralsauvola_k0.5_w19.png Binary files differnew file mode 100644 index 0000000..5db2d9a --- /dev/null +++ b/binarize/testdata/pg1_integralsauvola_k0.5_w19.png diff --git a/binarize/testdata/pg1_integralsauvola_k0.5_w41.png b/binarize/testdata/pg1_integralsauvola_k0.5_w41.png Binary files differnew file mode 100644 index 0000000..050d037 --- /dev/null +++ b/binarize/testdata/pg1_integralsauvola_k0.5_w41.png diff --git a/binarize/util.go b/binarize/util.go index e7cf0f8..e7fcfe4 100644 --- a/binarize/util.go +++ b/binarize/util.go @@ -1,4 +1,4 @@ -package main +package binarize import ( "image" diff --git a/binarize/main.go b/sauvola/main.go index ec99c09..c4b9562 100644 --- a/binarize/main.go +++ b/sauvola/main.go @@ -1,8 +1,5 @@ package main -// TODO: could look into other algorithms, see for examples see -// the README at https://github.com/brandonmpetty/Doxa - import ( "flag" "fmt" @@ -12,6 +9,8 @@ import ( "image/png" "log" "os" + + "rescribe.xyz/go.git/binarize" ) // TODO: do more testing to see how good this assumption is @@ -21,7 +20,7 @@ func autowsize(bounds image.Rectangle) int { func main() { flag.Usage = func() { - fmt.Fprintf(os.Stderr, "Usage: binarize [-w num] [-k num] inimg outimg\n") + fmt.Fprintf(os.Stderr, "Usage: sauvola [-w num] [-k num] inimg outimg\n") flag.PrintDefaults() } wsize := flag.Int("w", 0, "Window size for sauvola algorithm. Set automatically based on resolution if not set.") @@ -56,7 +55,7 @@ func main() { // TODO: come up with a way to set a good ksize automatically - thresh := IntegralSauvola(gray, *ksize, *wsize) + thresh := binarize.IntegralSauvola(gray, *ksize, *wsize) f, err = os.Create(flag.Arg(1)) if err != nil { |