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authorNick White <git@njw.name>2019-02-15 17:47:57 +0000
committerNick White <git@njw.name>2019-02-15 17:47:57 +0000
commitd8ca7b584b693a2a61dd88767a81d99bc48aca32 (patch)
tree16b80731ccc764699e0c06e26e90a33bc651cc8d
parent3e31e5f58b89c2f71c8a306950173bab221dc565 (diff)
Separate out binarize into a package, and start adding tests for it
-rw-r--r--binarize/integralimg.go2
-rw-r--r--binarize/sauvola.go2
-rw-r--r--binarize/sauvola_test.go88
-rw-r--r--binarize/testdata/pg1.pngbin0 -> 651071 bytes
-rw-r--r--binarize/testdata/pg1_integralsauvola_k0.3_w19.pngbin0 -> 19456 bytes
-rw-r--r--binarize/testdata/pg1_integralsauvola_k0.5_w19.pngbin0 -> 18241 bytes
-rw-r--r--binarize/testdata/pg1_integralsauvola_k0.5_w41.pngbin0 -> 18260 bytes
-rw-r--r--binarize/util.go2
-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
new file mode 100644
index 0000000..2bcc4b1
--- /dev/null
+++ b/binarize/testdata/pg1.png
Binary files differ
diff --git a/binarize/testdata/pg1_integralsauvola_k0.3_w19.png b/binarize/testdata/pg1_integralsauvola_k0.3_w19.png
new file mode 100644
index 0000000..bdf5712
--- /dev/null
+++ b/binarize/testdata/pg1_integralsauvola_k0.3_w19.png
Binary files differ
diff --git a/binarize/testdata/pg1_integralsauvola_k0.5_w19.png b/binarize/testdata/pg1_integralsauvola_k0.5_w19.png
new file mode 100644
index 0000000..5db2d9a
--- /dev/null
+++ b/binarize/testdata/pg1_integralsauvola_k0.5_w19.png
Binary files differ
diff --git a/binarize/testdata/pg1_integralsauvola_k0.5_w41.png b/binarize/testdata/pg1_integralsauvola_k0.5_w41.png
new file mode 100644
index 0000000..050d037
--- /dev/null
+++ b/binarize/testdata/pg1_integralsauvola_k0.5_w41.png
Binary files differ
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 {