Skip to content
Snippets Groups Projects
Commit 6f5f0e40 authored by Jayke Meijer's avatar Jayke Meijer
Browse files

Added docstrings to patterns in LocalB.

parent 9953ec83
No related branches found
No related tags found
No related merge requests found
......@@ -2,7 +2,8 @@ from Histogram import Histogram
from math import ceil
class LocalBinaryPatternizer:
"""This class generates a Local Binary Pattern of a given image."""
def __init__(self, image, cell_size=16, neighbours=3):
self.cell_size = cell_size
self.image = image
......@@ -23,6 +24,7 @@ class LocalBinaryPatternizer:
self.histograms[i].append(Histogram(self.bins, 0, self.bins))
def pattern_3x3(self, y, x, value):
"""Create the Local Binary Pattern in the (8,3)-neighbourhood."""
return (self.is_pixel_darker(y - 1, x - 1, value) << 7) \
| (self.is_pixel_darker(y - 1, x , value) << 6) \
| (self.is_pixel_darker(y - 1, x + 1, value) << 5) \
......@@ -33,6 +35,7 @@ class LocalBinaryPatternizer:
| (self.is_pixel_darker(y , x - 1, value))
def pattern_5x5_hybrid(self, y, x, value):
"""Create the Local Binary Pattern in the (8,5)-neighbourhood."""
return (self.is_pixel_darker(y - 2, x - 2, value) << 7) \
| (self.is_pixel_darker(y - 2, x , value) << 6) \
| (self.is_pixel_darker(y - 2, x + 2, value) << 5) \
......@@ -43,6 +46,7 @@ class LocalBinaryPatternizer:
| (self.is_pixel_darker(y , x - 2, value))
def pattern_5x5(self, y, x, value):
"""Create the Local Binary Pattern in the (12,5)-neighbourhood."""
return (self.is_pixel_darker(y - 1, x - 2, value) << 11) \
| (self.is_pixel_darker(y , x - 2, value) << 10) \
| (self.is_pixel_darker(y + 1, x - 2, value) << 9) \
......
0% Loading or .
You are about to add 0 people to the discussion. Proceed with caution.
Finish editing this message first!
Please register or to comment