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Diffstat (limited to 'preprocmulti.go')
| -rw-r--r-- | preprocmulti.go | 94 | 
1 files changed, 94 insertions, 0 deletions
diff --git a/preprocmulti.go b/preprocmulti.go new file mode 100644 index 0000000..7d5cbf5 --- /dev/null +++ b/preprocmulti.go @@ -0,0 +1,94 @@ +package preproc + +// TODO: come up with a way to set a good ksize automatically + +import ( +	"fmt" +	"image" +	"image/draw" +	_ "image/jpeg" +	"image/png" +	"os" +	"strings" + +	"rescribe.xyz/preproc/integralimg" +) + +// TODO: do more testing to see how good this assumption is +func autowsize(bounds image.Rectangle) int { +	return bounds.Dx() / 60 +} + +// PreProcMulti binarizes and preprocesses an image with multiple binarisation levels. +// inPath: Path of input image. +// ksizes: Slice of k values to pass to Sauvola algorithm +// binType: Type of binarization threshold. binary or zeroinv are currently implemented. +// binWsize: Window size for sauvola binarization algorithm. Set automatically based on resolution if 0. +// wipe: Whether to wipe (clear sides) the image +// wipeWsize: Window size for wiping algorithm +// wipeMinWidthPerc: Minimum percentage of the image width for the content width calculation to be considered valid +// Note: copied from cmd/preprocmulti/main.go, should think about the best way +//       to organise this code later. +// TODO: return errors that encapsulate the err describing where it was encountered +// TODO: do the post-integral image stuff in separate goroutines for speed +func PreProcMulti(inPath string, ksizes []float64, binType string, binWsize int, wipe bool, wipeWsize int, wipeMinWidthPerc int) ([]string, error) { +	// Make outBase inPath up to final . +	s := strings.Split(inPath, ".") +	outBase := strings.Join(s[:len(s)-1], "") + +	var donePaths []string + +	f, err := os.Open(inPath) +	if err != nil { +		return donePaths, err +	} +	defer f.Close() +	img, _, err := image.Decode(f) +	if err != nil { +		return donePaths, err +	} +	b := img.Bounds() +	gray := image.NewGray(image.Rect(0, 0, b.Dx(), b.Dy())) +	draw.Draw(gray, b, img, b.Min, draw.Src) + +	if binWsize == 0 { +		binWsize = autowsize(b) +	} + +	if binWsize%2 == 0 { +		binWsize++ +	} + +	var clean, threshimg image.Image +	integrals := integralimg.ToAllIntegralImg(gray) + +	for _, k := range ksizes { +		threshimg = PreCalcedSauvola(integrals, gray, k, binWsize) + +		if binType == "zeroinv" { +			threshimg, err = BinToZeroInv(threshimg.(*image.Gray), img.(*image.RGBA)) +			if err != nil { +				return donePaths, err +			} +		} + +		if wipe { +			clean = Wipe(threshimg.(*image.Gray), wipeWsize, k*0.02, wipeMinWidthPerc) +		} else { +			clean = threshimg +		} + +		savefn := fmt.Sprintf("%s_bin%0.1f.png", outBase, k) +		f, err = os.Create(savefn) +		if err != nil { +			return donePaths, err +		} +		defer f.Close() +		err = png.Encode(f, clean) +		if err != nil { +			return donePaths, err +		} +		donePaths = append(donePaths, savefn) +	} +	return donePaths, nil +}  | 
