Python LocalBinaryPatternizer Examples

Example #1

File: Character.py Project: chenjh19/licenseplates

    def get_single_cell_feature_vector(self, neighbours=5):
        """Get the histogram of Local Binary Patterns over this entire
        image."""
        if hasattr(self, 'feature'):
            return

        pattern = LBP(self.image, neighbours=neighbours)
        self.feature = pattern.single_cell_features_vector()

Example #2

File: Character.py Project: imargon/scrapy_demo

    def get_single_cell_feature_vector(self, neighbours=5):
        """Get the histogram of Local Binary Patterns over this entire
        image."""
        if hasattr(self, 'feature'):
            return

        pattern = LBP(self.image, neighbours=neighbours)
        self.feature = pattern.single_cell_features_vector()

Example #3

File: Character.py Project: chenjh19/licenseplates

    def get_feature_vector(self, cell_size=None):
        """Get the concatenated histograms of Local Binary Patterns. """
        pattern = LBP(self.image) if cell_size == None \
                  else LBP(self.image, cell_size)

        return pattern.create_features_vector()

Example #4

File: test_lbp.py Project: chenjh19/licenseplates

#!/usr/bin/python
from GrayscaleImage import GrayscaleImage
from LocalBinaryPatternizer import LocalBinaryPatternizer

image = GrayscaleImage("../images/test.png")

lbp = LocalBinaryPatternizer(image)
histograms = lbp.create_features_vector()

print histograms

Example #5

File: Character.py Project: imargon/scrapy_demo

    def get_feature_vector(self, cell_size=None):
        """Get the concatenated histograms of Local Binary Patterns. """
        pattern = LBP(self.image) if cell_size == None \
                  else LBP(self.image, cell_size)

        return pattern.create_features_vector()