21 files changed, 228 insertions, 222 deletions

diff --git a/binarize/integralimg.go b/binarize/integralimg.go
deleted file mode 100644
index 382b495..0000000
--- a/binarize/integralimg.go
+++ /dev/null
@@ -1,116 +0,0 @@
-package binarize
-
-import (
-	"image"
-	"math"
-)
-
-type integralwindow struct {
-	topleft uint64
-	topright uint64
-	bottomleft uint64
-	bottomright uint64
-	width int
-	height int
-}
-
-func Integralimg(img *image.Gray) [][]uint64 {
-	b := img.Bounds()
-	var oldy, oldx, oldxy uint64
-	var integral [][]uint64
-	for y := b.Min.Y; y < b.Max.Y; y++ {
-		newrow := []uint64{}
-		for x := b.Min.X; x < b.Max.X; x++ {
-			oldx, oldy, oldxy = 0, 0, 0
-			if x > 0 {
-				oldx = newrow[x-1]
-			}
-			if y > 0 {
-				oldy = integral[y-1][x]
-			}
-			if x > 0 && y > 0 {
-				oldxy = integral[y-1][x-1]
-			}
-			pixel := uint64(img.GrayAt(x, y).Y)
-			i := pixel + oldx + oldy - oldxy
-			newrow = append(newrow, i)
-		}
-		integral = append(integral, newrow)
-	}
-	return integral
-}
-
-func integralimgsq(img *image.Gray) [][]uint64 {
-	b := img.Bounds()
-	var oldy, oldx, oldxy uint64
-	var integral [][]uint64
-	for y := b.Min.Y; y < b.Max.Y; y++ {
-		newrow := []uint64{}
-		for x := b.Min.X; x < b.Max.X; x++ {
-			oldx, oldy, oldxy = 0, 0, 0
-			if x > 0 {
-				oldx = newrow[x-1]
-			}
-			if y > 0 {
-				oldy = integral[y-1][x]
-			}
-			if x > 0 && y > 0 {
-				oldxy = integral[y-1][x-1]
-			}
-			pixel := uint64(img.GrayAt(x, y).Y)
-			i := pixel * pixel + oldx + oldy - oldxy
-			newrow = append(newrow, i)
-		}
-		integral = append(integral, newrow)
-	}
-	return integral
-}
-
-// this gets the values of the four corners of a window, which can
-// be used to quickly calculate the mean of the area
-func getintegralwindow(integral [][]uint64, x int, y int, size int) integralwindow {
-	step := size / 2
-
-	minx, miny := 0, 0
-	maxy := len(integral)-1
-	maxx := len(integral[0])-1
-
-	if y > (step+1) {
-		miny = y - step - 1
-	}
-	if x > (step+1) {
-		minx = x - step - 1
-	}
-
-	if maxy > (y + step) {
-		maxy = y + step
-	}
-	if maxx > (x + step) {
-		maxx = x + step
-	}
-
-	return integralwindow { integral[miny][minx], integral[miny][maxx], integral[maxy][minx], integral[maxy][maxx], maxx-minx, maxy-miny}
-}
-
-func integralmean(integral [][]uint64, x int, y int, size int) float64 {
-	i := getintegralwindow(integral, x, y, size)
-	total := float64(i.bottomright + i.topleft - i.topright - i.bottomleft)
-	sqsize := float64(i.width) * float64(i.height)
-	return total / sqsize
-}
-
-func integralmeanstddev(integral [][]uint64, integralsq [][]uint64, x int, y int, size int) (float64, float64) {
-	i := getintegralwindow(integral, x, y, size)
-	isq := getintegralwindow(integralsq, x, y, size)
-
-	var total, sqtotal, sqsize float64
-
-	sqsize = float64(i.width) * float64(i.height)
-
-	total = float64(i.bottomright + i.topleft - i.topright - i.bottomleft)
-	sqtotal = float64(isq.bottomright + isq.topleft - isq.topright - isq.bottomleft)
-
-	mean := total / sqsize
-	variance := (sqtotal / sqsize) - (mean * mean)
-	return mean, math.Sqrt(variance)
-}
diff --git a/binarize/testdata/pg1.png b/binarize/testdata/pg1.png
deleted file mode 100644
index 2bcc4b1..0000000
--- a/binarize/testdata/pg1.png
+++ /dev/null
diff --git a/integralimg/integralimg.go b/integralimg/integralimg.go
new file mode 100644
index 0000000..31f3e53
--- /dev/null
+++ b/integralimg/integralimg.go
@@ -0,0 +1,149 @@
+package integralimg
+
+import (
+	"image"
+	"math"
+)
+
+// I is the Integral Image
+type I [][]uint64
+
+// Sq contains an Integral Image and its Square
+type WithSq struct {
+	Img I
+	Sq I
+}
+
+// Window is a part of an Integral Image
+type Window struct {
+	topleft uint64
+	topright uint64
+	bottomleft uint64
+	bottomright uint64
+	width int
+	height int
+}
+
+// ToIntegralImg creates an integral image
+func ToIntegralImg(img *image.Gray) I {
+	var integral I
+	var oldy, oldx, oldxy uint64
+	b := img.Bounds()
+	for y := b.Min.Y; y < b.Max.Y; y++ {
+		newrow := []uint64{}
+		for x := b.Min.X; x < b.Max.X; x++ {
+			oldx, oldy, oldxy = 0, 0, 0
+			if x > 0 {
+				oldx = newrow[x-1]
+			}
+			if y > 0 {
+				oldy = integral[y-1][x]
+			}
+			if x > 0 && y > 0 {
+				oldxy = integral[y-1][x-1]
+			}
+			pixel := uint64(img.GrayAt(x, y).Y)
+			i := pixel + oldx + oldy - oldxy
+			newrow = append(newrow, i)
+		}
+		integral = append(integral, newrow)
+	}
+	return integral
+}
+
+// ToSqIntegralImg creates an integral image of the square of all
+// pixel values
+func ToSqIntegralImg(img *image.Gray) I {
+	var integral I
+	var oldy, oldx, oldxy uint64
+	b := img.Bounds()
+	for y := b.Min.Y; y < b.Max.Y; y++ {
+		newrow := []uint64{}
+		for x := b.Min.X; x < b.Max.X; x++ {
+			oldx, oldy, oldxy = 0, 0, 0
+			if x > 0 {
+				oldx = newrow[x-1]
+			}
+			if y > 0 {
+				oldy = integral[y-1][x]
+			}
+			if x > 0 && y > 0 {
+				oldxy = integral[y-1][x-1]
+			}
+			pixel := uint64(img.GrayAt(x, y).Y)
+			i := pixel * pixel + oldx + oldy - oldxy
+			newrow = append(newrow, i)
+		}
+		integral = append(integral, newrow)
+	}
+	return integral
+}
+
+// ToAllIntegralImg creates a WithSq containing a regular and
+// squared Integral Image
+func ToAllIntegralImg(img *image.Gray) WithSq {
+	var s WithSq
+	s.Img = ToIntegralImg(img)
+	s.Sq = ToSqIntegralImg(img)
+	return s
+}
+
+
+// GetWindow gets the values of the corners of a part of an
+// Integral Image, plus the dimensions of the part, which can
+// be used to quickly calculate the mean of the area
+func (i I) GetWindow(x, y, size int) Window {
+	step := size / 2
+
+	minx, miny := 0, 0
+	maxy := len(i)-1
+	maxx := len(i[0])-1
+
+	if y > (step+1) {
+		miny = y - step - 1
+	}
+	if x > (step+1) {
+		minx = x - step - 1
+	}
+
+	if maxy > (y + step) {
+		maxy = y + step
+	}
+	if maxx > (x + step) {
+		maxx = x + step
+	}
+
+	return Window { i[miny][minx], i[miny][maxx], i[maxy][minx], i[maxy][maxx], maxx-minx, maxy-miny}
+}
+
+// Sum returns the sum of all pixels in a Window
+func (w Window) Sum() uint64 {
+	return w.bottomright + w.topleft - w.topright - w.bottomleft
+}
+
+// Size returns the total size of a Window
+func (w Window) Size() int {
+	return w.width * w.height
+}
+
+// Mean returns the average value of pixels in a Window
+func (w Window) Mean() float64 {
+	return float64(w.Sum()) / float64(w.Size())
+}
+
+// MeanWindow calculates the mean value of a section of an Integral
+// Image
+func (i I) MeanWindow(x, y, size int) float64 {
+	return i.GetWindow(x, y, size).Mean()
+}
+
+// MeanStdDevWindow calculates the mean and standard deviation of
+// a section on an Integral Image
+func (i WithSq) MeanStdDevWindow(x, y, size int) (float64, float64) {
+	imean := i.Img.GetWindow(x, y, size).Mean()
+	smean := i.Sq.GetWindow(x, y, size).Mean()
+
+	variance := smean - (imean * imean)
+
+	return imean, math.Sqrt(variance)
+}
diff --git a/binarize/cmd/binarize/main.go b/preproc/cmd/binarize/main.go
index bda3d93..c274f9c 100644
--- a/binarize/cmd/binarize/main.go
+++ b/preproc/cmd/binarize/main.go
@@ -10,7 +10,7 @@ import (
 	"log"
 	"os"
 
-	"rescribe.xyz/go.git/binarize"
+	"rescribe.xyz/go.git/preproc"
 )
 
 // TODO: do more testing to see how good this assumption is
@@ -57,10 +57,10 @@ func main() {
 	// TODO: come up with a way to set a good ksize automatically
 
 	var thresh image.Image
-	thresh = binarize.IntegralSauvola(gray, *ksize, *wsize)
+	thresh = preproc.IntegralSauvola(gray, *ksize, *wsize)
 
 	if *btype == "zeroinv" {
-		thresh, err = binarize.BinToZeroInv(thresh.(*image.Gray), img.(*image.RGBA))
+		thresh, err = preproc.BinToZeroInv(thresh.(*image.Gray), img.(*image.RGBA))
 		if err != nil {
 			log.Fatal(err)
 		}
diff --git a/preproc/helpers_test.go b/preproc/helpers_test.go
new file mode 100644
index 0000000..326b59d
--- /dev/null
+++ b/preproc/helpers_test.go
@@ -0,0 +1,56 @@
+package preproc
+
+// TODO: add different pages as test cases
+// TODO: test non integral img version
+
+import (
+	"flag"
+	"image"
+	"image/draw"
+	"image/png"
+	"os"
+)
+
+var update = flag.Bool("update", false, "update golden files")
+
+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
+}
diff --git a/binarize/sauvola.go b/preproc/sauvola.go
index 6d9c1af..e93ea81 100644
--- a/binarize/sauvola.go
+++ b/preproc/sauvola.go
@@ -1,8 +1,10 @@
-package binarize
+package preproc
 
 import (
 	"image"
 	"image/color"
+
+	"rescribe.xyz/go.git/integralimg"
 )
 
 // Implements Sauvola's algorithm for text binarization, see paper
@@ -35,12 +37,11 @@ func IntegralSauvola(img *image.Gray, ksize float64, windowsize int) *image.Gray
 	b := img.Bounds()
 	new := image.NewGray(b)
 
-	integral := Integralimg(img)
-	integralsq := integralimgsq(img)
+	integrals := integralimg.ToAllIntegralImg(img)
 
 	for y := b.Min.Y; y < b.Max.Y; y++ {
 		for x := b.Min.X; x < b.Max.X; x++ {
-			m, dev := integralmeanstddev(integral, integralsq, x, y, windowsize)
+			m, dev := integrals.MeanStdDevWindow(x, y, windowsize)
 			threshold := m * (1 + ksize * ((dev / 128) - 1))
 			if img.GrayAt(x, y).Y < uint8(threshold) {
 				new.SetGray(x, y, color.Gray{0})
diff --git a/binarize/sauvola_test.go b/preproc/sauvola_test.go
index 5faeb61..1397a4f 100644
--- a/binarize/sauvola_test.go
+++ b/preproc/sauvola_test.go
@@ -1,59 +1,13 @@
-package binarize
+package preproc
 
 import (
-	"flag"
 	"fmt"
 	"image"
-	"image/draw"
 	"image/png"
 	"os"
 	"testing"
 )
 
-var update = flag.Bool("update", false, "update golden files")
-
-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) {
 	cases := []struct {
 		name string
diff --git a/preproc/testdata/pg1.png b/preproc/testdata/pg1.png
index c7c4249..2bcc4b1 100644
--- a/preproc/testdata/pg1.png
+++ b/preproc/testdata/pg1.png
diff --git a/binarize/testdata/pg1_integralsauvola_k0.3_w19.png b/preproc/testdata/pg1_integralsauvola_k0.3_w19.png
index bdf5712..bdf5712 100644
--- a/binarize/testdata/pg1_integralsauvola_k0.3_w19.png
+++ b/preproc/testdata/pg1_integralsauvola_k0.3_w19.png
diff --git a/binarize/testdata/pg1_integralsauvola_k0.5_w19.png b/preproc/testdata/pg1_integralsauvola_k0.5_w19.png
index 5db2d9a..5db2d9a 100644
--- a/binarize/testdata/pg1_integralsauvola_k0.5_w19.png
+++ b/preproc/testdata/pg1_integralsauvola_k0.5_w19.png
diff --git a/binarize/testdata/pg1_integralsauvola_k0.5_w41.png b/preproc/testdata/pg1_integralsauvola_k0.5_w41.png
index 050d037..050d037 100644
--- a/binarize/testdata/pg1_integralsauvola_k0.5_w41.png
+++ b/preproc/testdata/pg1_integralsauvola_k0.5_w41.png
diff --git a/binarize/testdata/pg1_sauvola_k0.3_w19.png b/preproc/testdata/pg1_sauvola_k0.3_w19.png
index bcd595f..bcd595f 100644
--- a/binarize/testdata/pg1_sauvola_k0.3_w19.png
+++ b/preproc/testdata/pg1_sauvola_k0.3_w19.png
diff --git a/binarize/testdata/pg1_sauvola_k0.5_w19.png b/preproc/testdata/pg1_sauvola_k0.5_w19.png
index 8de596c..8de596c 100644
--- a/binarize/testdata/pg1_sauvola_k0.5_w19.png
+++ b/preproc/testdata/pg1_sauvola_k0.5_w19.png
diff --git a/binarize/testdata/pg1_sauvola_k0.5_w41.png b/preproc/testdata/pg1_sauvola_k0.5_w41.png
index b8f50e0..b8f50e0 100644
--- a/binarize/testdata/pg1_sauvola_k0.5_w41.png
+++ b/preproc/testdata/pg1_sauvola_k0.5_w41.png
diff --git a/preproc/testdata/pg2.png b/preproc/testdata/pg2.png
new file mode 100644
index 0000000..c7c4249
--- /dev/null
+++ b/preproc/testdata/pg2.png
diff --git a/preproc/testdata/pg1_integralwipesides_t0.02_w5.png b/preproc/testdata/pg2_integralwipesides_t0.02_w5.png
index 6b4ccb2..6b4ccb2 100644
--- a/preproc/testdata/pg1_integralwipesides_t0.02_w5.png
+++ b/preproc/testdata/pg2_integralwipesides_t0.02_w5.png
diff --git a/preproc/testdata/pg1_integralwipesides_t0.05_w25.png b/preproc/testdata/pg2_integralwipesides_t0.05_w25.png
index 39dc88d..39dc88d 100644
--- a/preproc/testdata/pg1_integralwipesides_t0.05_w25.png
+++ b/preproc/testdata/pg2_integralwipesides_t0.05_w25.png
diff --git a/preproc/testdata/pg1_integralwipesides_t0.05_w5.png b/preproc/testdata/pg2_integralwipesides_t0.05_w5.png
index 50df855..50df855 100644
--- a/preproc/testdata/pg1_integralwipesides_t0.05_w5.png
+++ b/preproc/testdata/pg2_integralwipesides_t0.05_w5.png
diff --git a/binarize/util.go b/preproc/util.go
index ad641c9..5f8a9f1 100644
--- a/binarize/util.go
+++ b/preproc/util.go
@@ -1,4 +1,4 @@
-package binarize
+package preproc
 
 import (
 	"errors"
@@ -6,6 +6,14 @@ import (
 	"math"
 )
 
+// TODO: name better; maybe verb, x-er
+// TODO: implement these for regular image, and use them to make
+//       image functions generic for integral and non- images
+type UsefulImg interface {
+	MeanWindow()
+	MeanStdDevWindow()
+}
+
 func mean(i []int) float64 {
 	sum := 0
 	for _, n := range i {
diff --git a/preproc/wipesides.go b/preproc/wipesides.go
index c773054..4806e93 100644
--- a/preproc/wipesides.go
+++ b/preproc/wipesides.go
@@ -7,7 +7,7 @@ import (
 	"image"
 	"image/color"
 
-	"rescribe.xyz/go.git/binarize"
+	"rescribe.xyz/go.git/integralimg"
 )
 
 type IntWindow struct { // TODO: put this in its own package
@@ -126,7 +126,7 @@ func wipesides(img *image.Gray, lowedge int, highedge int) *image.Gray {
 // wipe fills the sections of image which fall outside the content
 // area with white
 func Wipe(img *image.Gray, wsize int, thresh float64) *image.Gray {
-	integral := binarize.Integralimg(img)
+	integral := integralimg.ToIntegralImg(img)
 	lowedge, highedge := findedges(integral, wsize, thresh)
 	return wipesides(img, lowedge, highedge)
 }
diff --git a/preproc/wipesides_test.go b/preproc/wipesides_test.go
index b0ada4e..f66f39b 100644
--- a/preproc/wipesides_test.go
+++ b/preproc/wipesides_test.go
@@ -4,59 +4,13 @@ package preproc
 // TODO: test non integral img version
 
 import (
-	"flag"
 	"fmt"
 	"image"
-	"image/draw"
 	"image/png"
 	"os"
 	"testing"
 )
 
-var update = flag.Bool("update", false, "update golden files")
-
-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 TestWipeSides(t *testing.T) {
 	cases := []struct {
 		name   string
@@ -65,9 +19,9 @@ func TestWipeSides(t *testing.T) {
 		thresh float64
 		wsize  int
 	}{
-		{"integralwipesides", "testdata/pg1.png", "testdata/pg1_integralwipesides_t0.02_w5.png", 0.02, 5},
-		{"integralwipesides", "testdata/pg1.png", "testdata/pg1_integralwipesides_t0.05_w5.png", 0.05, 5},
-		{"integralwipesides", "testdata/pg1.png", "testdata/pg1_integralwipesides_t0.05_w25.png", 0.05, 25},
+		{"integralwipesides", "testdata/pg2.png", "testdata/pg2_integralwipesides_t0.02_w5.png", 0.02, 5},
+		{"integralwipesides", "testdata/pg2.png", "testdata/pg2_integralwipesides_t0.05_w5.png", 0.05, 5},
+		{"integralwipesides", "testdata/pg2.png", "testdata/pg2_integralwipesides_t0.05_w25.png", 0.05, 25},
 	}
 
 	for _, c := range cases {