More leptonica functions for page manipulation
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@@ -17,6 +17,7 @@ from tempfile import TemporaryFile
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from ctypes.util import find_library
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from .lib._leptonica import ffi
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from functools import lru_cache
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from enum import Enum
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lept = ffi.dlopen(find_library('lept'))
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@@ -83,6 +84,13 @@ class LeptonicaIOError(LeptonicaError):
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pass
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class RemoveColormap(Enum):
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to_binary = 0
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to_grayscale = 1
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to_full_color = 2
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based_on_src = 3
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class Pix:
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"""Wrapper around leptonica's PIX object.
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@@ -137,6 +145,30 @@ class Pix:
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def height(self):
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return self.cpix.h
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@property
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def depth(self):
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return self.cpix.d
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@property
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def size(self):
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return (self.cpix.w, self.cpix.h)
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@property
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def info(self):
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return {'dpi': (self.cpix.xres, self.cpix.yres)}
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@property
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def mode(self):
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"Return mode like PIL.Image"
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if self.depth == 1:
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return '1'
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elif self.depth >= 16:
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return 'RGB'
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elif not self.cpix.colormap:
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return 'L'
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else:
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return 'P'
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@classmethod
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def read(cls, filename):
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"""Load an image file into a PIX object.
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@@ -195,6 +227,22 @@ class Pix:
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else:
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return (None, None)
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def convert_rgb_to_luminance(self):
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with LeptonicaErrorTrap():
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gray_pix = lept.pixConvertRGBToLuminance(self.cpix)
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if gray_pix:
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return Pix(gray_pix)
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return None
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def remove_colormap(self, removal_type):
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"""Remove a palette
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removal_type - RemovalColormap()
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"""
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with LeptonicaErrorTrap():
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return Pix(lept.pixRemoveColormap(self.cpix, removal_type))
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def otsu_adaptive_threshold(
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self, tile_size=(300, 300), kernel_size=(4, 4), scorefract=0.1):
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with LeptonicaErrorTrap():
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@@ -214,6 +262,30 @@ class Pix:
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else:
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return None
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def otsu_threshold_on_background_norm(
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self, mask=None, tile_size=(10, 15), thresh=100, mincount=50,
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bgval=255, kernel_size=(2, 2), scorefract=0.1):
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with LeptonicaErrorTrap():
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sx, sy = tile_size
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smoothx, smoothy = kernel_size
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if mask is None:
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mask = ffi.NULL
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if isinstance(mask, Pix):
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mask = mask.cpix
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thresh_pix = lept.pixOtsuThreshOnBackgroundNorm(
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self.cpix,
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mask,
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sx, sy,
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thresh, mincount, bgval,
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smoothx, smoothy,
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scorefract,
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ffi.NULL
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)
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if thresh_pix == ffi.NULL:
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return None
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return Pix(thresh_pix)
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@staticmethod
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@lru_cache(maxsize=1)
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def make_pixel_sum_tab8():
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@@ -42,6 +42,18 @@ struct PixColormap
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l_int32 n; /* number of color entries used */
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};
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typedef struct PixColormap PIXCMAP;
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struct Box
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{
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l_int32 x;
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l_int32 y;
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l_int32 w;
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l_int32 h;
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l_uint32 refcount; /* reference count (1 if no clones) */
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};
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typedef struct Box BOX;
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""")
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ffi.cdef("""
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@@ -62,6 +74,10 @@ l_int32 * makePixelSumTab8 ( void );
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PIX * pixDeserializeFromMemory ( const l_uint32 *data, size_t nbytes );
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l_int32 pixSerializeToMemory ( PIX *pixs, l_uint32 **pdata, size_t *pnbytes );
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PIX * pixConvertRGBToLuminance(PIX *pixs);
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PIX * pixRemoveColormap(PIX *pixs, l_int32 type);
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l_int32
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pixOtsuAdaptiveThreshold(PIX *pixs,
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l_int32 sx,
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@@ -72,6 +88,29 @@ pixOtsuAdaptiveThreshold(PIX *pixs,
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PIX **ppixth,
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PIX **ppixd);
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PIX *
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pixOtsuThreshOnBackgroundNorm(PIX *pixs,
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PIX *pixim,
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l_int32 sx,
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l_int32 sy,
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l_int32 thresh,
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l_int32 mincount,
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l_int32 bgval,
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l_int32 smoothx,
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l_int32 smoothy,
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l_float32 scorefract,
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l_int32 *pthresh);
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BOX *
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pixFindPageForeground(PIX *pixs,
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l_int32 threshold,
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l_int32 mindist,
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l_int32 erasedist,
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l_int32 pagenum,
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l_int32 showmorph,
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l_int32 display,
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const char *pdfdir);
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void lept_free(void *ptr);
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""")
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