# Test the ImageMorphology functionality from helper import * from PIL import Image from PIL import ImageMorph class MorphTests(PillowTestCase): def setUp(self): self.A = self.string_to_img( """ ....... ....... ..111.. ..111.. ..111.. ....... ....... """ ) def img_to_string(self, im): """Turn a (small) binary image into a string representation""" chars = '.1' width, height = im.size return '\n'.join( [''.join([chars[im.getpixel((c,r))>0] for c in range(width)]) for r in range(height)]) def string_to_img(self, image_string): """Turn a string image representation into a binary image""" rows = [s for s in image_string.replace(' ','').split('\n') if len(s)] height = len(rows) width = len(rows[0]) im = Image.new('L',(width,height)) for i in range(width): for j in range(height): c = rows[j][i] v = c in 'X1' im.putpixel((i,j),v) return im def img_string_normalize(self, im): return self.img_to_string(self.string_to_img(im)) def assert_img_equal(self, A, B): self.assertEqual(self.img_to_string(A), self.img_to_string(B)) def assert_img_equal_img_string(self, A, Bstring): self.assertEqual(self.img_to_string(A), self.img_string_normalize(Bstring)) def test_str_to_img(self): im = Image.open('Tests/images/morph_a.png') self.assert_image_equal(self.A, im) def create_lut(self): for op in ('corner', 'dilation4', 'dilation8', 'erosion4', 'erosion8', 'edge'): lb = ImageMorph.LutBuilder(op_name=op) lut = lb.build_lut(self) with open('Tests/images/%s.lut' % op, 'wb') as f: f.write(lut) #create_lut() def test_lut(self): for op in ('corner', 'dilation4', 'dilation8', 'erosion4', 'erosion8', 'edge'): lb = ImageMorph.LutBuilder(op_name=op) lut = lb.build_lut() with open('Tests/images/%s.lut' % op , 'rb') as f: self.assertEqual(lut, bytearray(f.read())) # Test the named patterns def test_erosion8(self): # erosion8 mop = ImageMorph.MorphOp(op_name='erosion8') count,Aout = mop.apply(self.A) self.assertEqual(count,8) self.assert_img_equal_img_string(Aout, """ ....... ....... ....... ...1... ....... ....... ....... """) def test_dialation8(self): # dialation8 mop = ImageMorph.MorphOp(op_name='dilation8') count,Aout = mop.apply(self.A) self.assertEqual(count,16) self.assert_img_equal_img_string(Aout, """ ....... .11111. .11111. .11111. .11111. .11111. ....... """) def test_erosion4(self): # erosion4 mop = ImageMorph.MorphOp(op_name='dilation4') count,Aout = mop.apply(self.A) self.assertEqual(count,12) self.assert_img_equal_img_string(Aout, """ ....... ..111.. .11111. .11111. .11111. ..111.. ....... """) def test_edge(self): # edge mop = ImageMorph.MorphOp(op_name='edge') count,Aout = mop.apply(self.A) self.assertEqual(count,1) self.assert_img_equal_img_string(Aout, """ ....... ....... ..111.. ..1.1.. ..111.. ....... ....... """) def test_corner(self): # Create a corner detector pattern mop = ImageMorph.MorphOp(patterns = ['1:(... ... ...)->0', '4:(00. 01. ...)->1']) count,Aout = mop.apply(self.A) self.assertEqual(count,5) self.assert_img_equal_img_string(Aout, """ ....... ....... ..1.1.. ....... ..1.1.. ....... ....... """) # Test the coordinate counting with the same operator coords = mop.match(self.A) self.assertEqual(len(coords), 4) self.assertEqual(tuple(coords), ((2,2),(4,2),(2,4),(4,4))) coords = mop.get_on_pixels(Aout) self.assertEqual(len(coords), 4) self.assertEqual(tuple(coords), ((2,2),(4,2),(2,4),(4,4)))