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Filter.py
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from abc import ABCMeta, abstractmethod
import math
import numpy as np
from PIL import Image
class Filter:
__metaclass__ = ABCMeta
def __init__(self,c=0):
self.color = c
self.points = set()
def getPoints(self):
return self.points
@abstractmethod
def modify(self,image):
pass
class CircleFilter(Filter):
def __init__(self,radiusI,radiusO=-1,outside=True,c=0):
Filter.__init__(self,c)
self.innerRadius = radiusI
self.outerRadius = radiusO
self.outside = outside
def showMultImage(self,image):
(height, width) = image.shape
if (self.outside):
mult = [[1 for i in range(width)] for j in range(height)]
if (self.outerRadius != -1):
self.fillCircle(mult, 0, self.outerRadius, width, height)
self.fillCircle(mult, 1, self.innerRadius, width, height)
else:
self.fillCircle(mult, 0, self.innerRadius, width, height)
else:
mult = [[0 for i in range(width)] for j in range(height)]
if (self.outerRadius != -1):
self.fillCircle(mult, 1, self.outerRadius, width, height)
self.fillCircle(mult, 0, self.innerRadius, width, height)
else:
self.fillCircle(mult, 1, self.innerRadius, width, height)
return np.array(mult)
def modify(self,image):
(height,width) = image.shape
if(self.outside):
mult = [[1 for i in range(width)] for j in range(height)]
if(self.outerRadius!=-1):
self.fillCircle(mult,0,self.outerRadius,width,height)
self.fillCircle(mult,1,self.innerRadius,width,height)
else:
self.fillCircle(mult,0,self.innerRadius,width,height)
else:
mult = [[0 for i in range(width)] for j in range(height)]
if(self.outerRadius!=-1):
self.fillCircle(mult,1,self.outerRadius,width,height)
self.fillCircle(mult,0,self.innerRadius,width,height)
else:
self.fillCircle(mult,1,self.innerRadius,width,height)
return np.multiply(image,mult)
def fillCircle(self,arr,num,radius,width,height):
center = (width/2,height/2)
for i in range(height):
for j in range(width):
if((float(i)-center[1])**2+(float(j)-center[0])**2<float(radius)**2):
arr[i][j]=num
class LineFilter(Filter):
def __init__(self,width,height,c=0):
Filter.__init__(self,c)
self.width=width
self.height=height
self.mult = [[1 for i in range(width)] for j in range(height)]
def addLine(self,x1,y1,x2,y2,pixelWidth=1):
if (abs((x1 - x2) + 1) / abs((y1 - y2) + 1) > 1):
wdown = True
else:
wdown = False
if wdown:
if (x1 < x2):
p1 = (x1, y1)
p2 = (x2, y2)
else:
p2 = (x1, y1)
p1 = (x2, y2)
for x in range(p1[0], p2[0] + 1):
y = (p2[1] - p1[1]) * (x - p1[0]) / (p2[0] - p1[0]) + (p1[1])
if (y >= 0 and y < self.height and x >= 0 and x < self.width):
self.mult[y][x] = 0
ny2 = y
pw = pixelWidth
while (pw > 1):
ny2 = ny2 + 1
if (ny2 >= 0 and ny2 < self.height and x >= 0 and x < self.width):
self.mult[ny2][x] = 0
pw = pw - 1
else:
if (y1 < y2):
p1 = (x1, y1)
p2 = (x2, y2)
else:
p2 = (x1, y1)
p1 = (x2, y2)
for y in range(p1[1], p2[1] + 1):
x = (p2[0] - p1[0]) * (y - p1[1]) / (p2[1] - p1[1]) + (p1[0])
if (y >= 0 and y < self.height and x >= 0 and x < self.width):
self.mult[y][x] = 0
nx2 = x
pw = pixelWidth
while (pw > 1):
nx2 = nx2 + 1
if (y >= 0 and y < self.height and nx2 >= 0 and nx2 < self.width):
self.mult[y][nx2] = 0
pw = pw - 1
def modify(self,image):
return np.multiply(image,self.mult)