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Python ndimage.binary_dilation方法代碼示例

本文整理匯總了Python中scipy.ndimage.binary_dilation方法的典型用法代碼示例。如果您正苦於以下問題：Python ndimage.binary_dilation方法的具體用法？Python ndimage.binary_dilation怎麽用？Python ndimage.binary_dilation使用的例子？那麽, 這裏精選的方法代碼示例或許可以為您提供幫助。您也可以進一步了解該方法所在類scipy.ndimage的用法示例。


在下文中一共展示了ndimage.binary_dilation方法的15個代碼示例，這些例子默認根據受歡迎程度排序。您可以為喜歡或者感覺有用的代碼點讚，您的評價將有助於係統推薦出更棒的Python代碼示例。

示例1: Hilditch_skeleton

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def Hilditch_skeleton(binary_image):
    size = binary_image.size
    skel = np.zeros(binary_image.shape, np.uint8)

    elem = np.array([[0, 1, 0],
                     [1, 1, 1],
                     [0, 1, 0]])

    image = binary_image.copy()
    for _ in range(10000):
        eroded = ndi.binary_erosion(image, elem)
        temp = ndi.binary_dilation(eroded, elem)
        temp = image - temp
        skel = np.bitwise_or(skel, temp)
        image = eroded.copy()

        zeros = size - np.sum(image > 0)
        if zeros == size:
            break

    return skel
開發者ID:OnionDoctor，項目名稱:FCN_for_crack_recognition，代碼行數:23，代碼來源:FCN_CrackAnalysis.py

示例2: test_binary_dilation22

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation22(self):
        expected = [[0, 1, 0, 0, 0, 0, 0, 0],
                [1, 1, 1, 0, 0, 0, 0, 0],
                [0, 1, 0, 0, 0, 1, 0, 0],
                [0, 0, 0, 1, 1, 1, 1, 0],
                [0, 0, 1, 1, 1, 1, 0, 0],
                [0, 1, 1, 1, 1, 1, 1, 0],
                [0, 0, 1, 0, 0, 1, 0, 0],
                [0, 0, 0, 0, 0, 0, 0, 0]]

        for type in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                           [0, 1, 0, 0, 0, 0, 0, 0],
                                           [0, 0, 0, 0, 0, 0, 0, 0],
                                           [0, 0, 0, 0, 0, 1, 0, 0],
                                           [0, 0, 0, 1, 1, 0, 0, 0],
                                           [0, 0, 1, 0, 0, 1, 0, 0],
                                           [0, 0, 0, 0, 0, 0, 0, 0],
                                           [0, 0, 0, 0, 0, 0, 0, 0]], type)
            out = ndimage.binary_dilation(data)
            assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:23，代碼來源:test_ndimage.py

示例3: test_binary_dilation23

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation23(self):
        expected = [[1, 1, 1, 1, 1, 1, 1, 1],
                [1, 1, 1, 0, 0, 0, 0, 1],
                [1, 1, 0, 0, 0, 1, 0, 1],
                [1, 0, 0, 1, 1, 1, 1, 1],
                [1, 0, 1, 1, 1, 1, 0, 1],
                [1, 1, 1, 1, 1, 1, 1, 1],
                [1, 0, 1, 0, 0, 1, 0, 1],
                [1, 1, 1, 1, 1, 1, 1, 1]]

        for type in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 1, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 1, 0, 0],
                                   [0, 0, 0, 1, 1, 0, 0, 0],
                                   [0, 0, 1, 0, 0, 1, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0]], type)
            out = ndimage.binary_dilation(data, border_value=1)
            assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:23，代碼來源:test_ndimage.py

示例4: test_binary_dilation25

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation25(self):
        expected = [[1, 1, 0, 0, 0, 0, 1, 1],
                [1, 0, 0, 0, 1, 0, 1, 1],
                [0, 0, 1, 1, 1, 1, 1, 1],
                [0, 1, 1, 1, 1, 0, 1, 1],
                [1, 1, 1, 1, 1, 1, 1, 1],
                [0, 1, 0, 0, 1, 0, 1, 1],
                [1, 1, 1, 1, 1, 1, 1, 1],
                [1, 1, 1, 1, 1, 1, 1, 1]]

        for type in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 1, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 1, 0, 0],
                                   [0, 0, 0, 1, 1, 0, 0, 0],
                                   [0, 0, 1, 0, 0, 1, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0]], type)
            out = ndimage.binary_dilation(data, origin=(1, 1),
                                                         border_value=1)
            assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:24，代碼來源:test_ndimage.py

示例5: test_binary_dilation26

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation26(self):
        struct = ndimage.generate_binary_structure(2, 2)
        expected = [[1, 1, 1, 0, 0, 0, 0, 0],
                [1, 1, 1, 0, 0, 0, 0, 0],
                [1, 1, 1, 0, 1, 1, 1, 0],
                [0, 0, 1, 1, 1, 1, 1, 0],
                [0, 1, 1, 1, 1, 1, 1, 0],
                [0, 1, 1, 1, 1, 1, 1, 0],
                [0, 1, 1, 1, 1, 1, 1, 0],
                [0, 0, 0, 0, 0, 0, 0, 0]]

        for type in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 1, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 1, 0, 0],
                                   [0, 0, 0, 1, 1, 0, 0, 0],
                                   [0, 0, 1, 0, 0, 1, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0]], type)
            out = ndimage.binary_dilation(data, struct)
            assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:24，代碼來源:test_ndimage.py

示例6: test_binary_dilation27

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation27(self):
        struct = [[0, 1],
                  [1, 1]]
        expected = [[0, 1, 0, 0, 0, 0, 0, 0],
                [1, 1, 0, 0, 0, 0, 0, 0],
                [0, 0, 0, 0, 0, 1, 0, 0],
                [0, 0, 0, 1, 1, 1, 0, 0],
                [0, 0, 1, 1, 1, 1, 0, 0],
                [0, 1, 1, 0, 1, 1, 0, 0],
                [0, 0, 0, 0, 0, 0, 0, 0],
                [0, 0, 0, 0, 0, 0, 0, 0]]

        for type in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 1, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 1, 0, 0],
                                   [0, 0, 0, 1, 1, 0, 0, 0],
                                   [0, 0, 1, 0, 0, 1, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0],
                                   [0, 0, 0, 0, 0, 0, 0, 0]], type)
            out = ndimage.binary_dilation(data, struct)
            assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:25，代碼來源:test_ndimage.py

示例7: test_binary_dilation29

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation29(self):
        struct = [[0, 1],
                  [1, 1]]
        expected = [[0, 0, 0, 0, 0],
                [0, 0, 0, 1, 0],
                [0, 0, 1, 1, 0],
                [0, 1, 1, 1, 0],
                [0, 0, 0, 0, 0]]

        data = numpy.array([[0, 0, 0, 0, 0],
                               [0, 0, 0, 0, 0],
                               [0, 0, 0, 0, 0],
                               [0, 0, 0, 1, 0],
                               [0, 0, 0, 0, 0]], bool)
        out = ndimage.binary_dilation(data, struct,
                                                iterations=2)
        assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:19，代碼來源:test_ndimage.py

示例8: test_binary_dilation31

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation31(self):
        struct = [[0, 1],
                  [1, 1]]
        expected = [[0, 0, 0, 1, 0],
                [0, 0, 1, 1, 0],
                [0, 1, 1, 1, 0],
                [1, 1, 1, 1, 0],
                [0, 0, 0, 0, 0]]

        data = numpy.array([[0, 0, 0, 0, 0],
                               [0, 0, 0, 0, 0],
                               [0, 0, 0, 0, 0],
                               [0, 0, 0, 1, 0],
                               [0, 0, 0, 0, 0]], bool)
        out = ndimage.binary_dilation(data, struct,
                                                iterations=3)
        assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:19，代碼來源:test_ndimage.py

示例9: test_binary_dilation32

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation32(self):
        struct = [[0, 1],
                  [1, 1]]
        expected = [[0, 0, 0, 1, 0],
                [0, 0, 1, 1, 0],
                [0, 1, 1, 1, 0],
                [1, 1, 1, 1, 0],
                [0, 0, 0, 0, 0]]

        data = numpy.array([[0, 0, 0, 0, 0],
                               [0, 0, 0, 0, 0],
                               [0, 0, 0, 0, 0],
                               [0, 0, 0, 1, 0],
                               [0, 0, 0, 0, 0]], bool)
        out = numpy.zeros(data.shape, bool)
        ndimage.binary_dilation(data, struct, iterations=3,
                                          output=out)
        assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:20，代碼來源:test_ndimage.py

示例10: test_binary_dilation34

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation34(self):
        struct = [[0, 1, 0],
                  [1, 1, 1],
                  [0, 1, 0]]
        expected = [[0, 1, 0, 0, 0, 0, 0, 0],
                [0, 1, 1, 0, 0, 0, 0, 0],
                [0, 0, 1, 0, 0, 0, 0, 0],
                [0, 0, 0, 0, 0, 0, 0, 0],
                [0, 0, 0, 0, 0, 0, 0, 0],
                [0, 0, 0, 0, 0, 0, 0, 0],
                [0, 0, 0, 0, 0, 0, 0, 0],
                [0, 0, 0, 0, 0, 0, 0, 0]]
        mask = numpy.array([[0, 1, 0, 0, 0, 0, 0, 0],
                               [0, 1, 1, 0, 0, 0, 0, 0],
                               [0, 0, 1, 0, 0, 0, 0, 0],
                               [0, 0, 0, 0, 0, 1, 0, 0],
                               [0, 0, 0, 1, 1, 0, 0, 0],
                               [0, 0, 1, 0, 0, 1, 0, 0],
                               [0, 0, 0, 0, 0, 0, 0, 0],
                               [0, 0, 0, 0, 0, 0, 0, 0]], bool)
        data = numpy.zeros(mask.shape, bool)
        out = ndimage.binary_dilation(data, struct,
                          iterations=-1, mask=mask, border_value=1)
        assert_array_almost_equal(out, expected)
開發者ID:ktraunmueller，項目名稱:Computable，代碼行數:26，代碼來源:test_ndimage.py

示例11: test_binary_dilation22

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation22(self):
        expected = [[0, 1, 0, 0, 0, 0, 0, 0],
                    [1, 1, 1, 0, 0, 0, 0, 0],
                    [0, 1, 0, 0, 0, 1, 0, 0],
                    [0, 0, 0, 1, 1, 1, 1, 0],
                    [0, 0, 1, 1, 1, 1, 0, 0],
                    [0, 1, 1, 1, 1, 1, 1, 0],
                    [0, 0, 1, 0, 0, 1, 0, 0],
                    [0, 0, 0, 0, 0, 0, 0, 0]]

        for type_ in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 1, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 1, 0, 0],
                                [0, 0, 0, 1, 1, 0, 0, 0],
                                [0, 0, 1, 0, 0, 1, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0]], type_)
            out = ndimage.binary_dilation(data)
            assert_array_almost_equal(out, expected)
開發者ID:Relph1119，項目名稱:GraphicDesignPatternByPython，代碼行數:23，代碼來源:test_ndimage.py

示例12: test_binary_dilation23

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation23(self):
        expected = [[1, 1, 1, 1, 1, 1, 1, 1],
                    [1, 1, 1, 0, 0, 0, 0, 1],
                    [1, 1, 0, 0, 0, 1, 0, 1],
                    [1, 0, 0, 1, 1, 1, 1, 1],
                    [1, 0, 1, 1, 1, 1, 0, 1],
                    [1, 1, 1, 1, 1, 1, 1, 1],
                    [1, 0, 1, 0, 0, 1, 0, 1],
                    [1, 1, 1, 1, 1, 1, 1, 1]]

        for type_ in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 1, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 1, 0, 0],
                                [0, 0, 0, 1, 1, 0, 0, 0],
                                [0, 0, 1, 0, 0, 1, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0]], type_)
            out = ndimage.binary_dilation(data, border_value=1)
            assert_array_almost_equal(out, expected)
開發者ID:Relph1119，項目名稱:GraphicDesignPatternByPython，代碼行數:23，代碼來源:test_ndimage.py

示例13: test_binary_dilation25

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation25(self):
        expected = [[1, 1, 0, 0, 0, 0, 1, 1],
                    [1, 0, 0, 0, 1, 0, 1, 1],
                    [0, 0, 1, 1, 1, 1, 1, 1],
                    [0, 1, 1, 1, 1, 0, 1, 1],
                    [1, 1, 1, 1, 1, 1, 1, 1],
                    [0, 1, 0, 0, 1, 0, 1, 1],
                    [1, 1, 1, 1, 1, 1, 1, 1],
                    [1, 1, 1, 1, 1, 1, 1, 1]]

        for type_ in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 1, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 1, 0, 0],
                                [0, 0, 0, 1, 1, 0, 0, 0],
                                [0, 0, 1, 0, 0, 1, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0]], type_)
            out = ndimage.binary_dilation(data, origin=(1, 1), border_value=1)
            assert_array_almost_equal(out, expected)
開發者ID:Relph1119，項目名稱:GraphicDesignPatternByPython，代碼行數:23，代碼來源:test_ndimage.py

示例14: test_binary_dilation26

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation26(self):
        struct = ndimage.generate_binary_structure(2, 2)
        expected = [[1, 1, 1, 0, 0, 0, 0, 0],
                    [1, 1, 1, 0, 0, 0, 0, 0],
                    [1, 1, 1, 0, 1, 1, 1, 0],
                    [0, 0, 1, 1, 1, 1, 1, 0],
                    [0, 1, 1, 1, 1, 1, 1, 0],
                    [0, 1, 1, 1, 1, 1, 1, 0],
                    [0, 1, 1, 1, 1, 1, 1, 0],
                    [0, 0, 0, 0, 0, 0, 0, 0]]

        for type_ in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 1, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 1, 0, 0],
                                [0, 0, 0, 1, 1, 0, 0, 0],
                                [0, 0, 1, 0, 0, 1, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0]], type_)
            out = ndimage.binary_dilation(data, struct)
            assert_array_almost_equal(out, expected)
開發者ID:Relph1119，項目名稱:GraphicDesignPatternByPython，代碼行數:24，代碼來源:test_ndimage.py

示例15: test_binary_dilation27

# 需要導入模塊: from scipy import ndimage [as 別名]
# 或者: from scipy.ndimage import binary_dilation [as 別名]
def test_binary_dilation27(self):
        struct = [[0, 1],
                  [1, 1]]
        expected = [[0, 1, 0, 0, 0, 0, 0, 0],
                    [1, 1, 0, 0, 0, 0, 0, 0],
                    [0, 0, 0, 0, 0, 1, 0, 0],
                    [0, 0, 0, 1, 1, 1, 0, 0],
                    [0, 0, 1, 1, 1, 1, 0, 0],
                    [0, 1, 1, 0, 1, 1, 0, 0],
                    [0, 0, 0, 0, 0, 0, 0, 0],
                    [0, 0, 0, 0, 0, 0, 0, 0]]

        for type_ in self.types:
            data = numpy.array([[0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 1, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 1, 0, 0],
                                [0, 0, 0, 1, 1, 0, 0, 0],
                                [0, 0, 1, 0, 0, 1, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0],
                                [0, 0, 0, 0, 0, 0, 0, 0]], type_)
            out = ndimage.binary_dilation(data, struct)
            assert_array_almost_equal(out, expected)
開發者ID:Relph1119，項目名稱:GraphicDesignPatternByPython，代碼行數:25，代碼來源:test_ndimage.py


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