Mercurial > ift6266
view transformations/slant.py @ 39:17caecc92544
affine transformation using PIL
author | Razvan Pascanu <r.pascanu@gmail.com> |
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date | Tue, 02 Feb 2010 21:17:11 -0500 |
parents | e05715e4554d |
children | 0f1337994716 |
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#!/usr/bin/python # coding: utf-8 ''' Author: Youssouf this module add a slant effect to the image. To obtain the slant effect, each row of the array is shifted proportionately by a step controlled by the complexity. ''' import numpy class Slant(): def __init__(self, complexity=1): #---------- private attributes self.direction = 1 self.angle = 0 #---------- generation parameters self.regenerate_parameters(complexity) #------------------------------------------------ def _get_current_parameters(self): return [self.angle, self.direction] def get_settings_names(self): return ['angle', 'direction'] def regenerate_parameters(self, complexity): self.angle = numpy.random.uniform(0.0, complexity) P = numpy.random.uniform() self.direction = 1; if P < 0.5: self.direction = -1; return self._get_current_parameters() def transform_image(self,image): if self.angle == 0: return image ysize, xsize = image.shape slant = self.direction*self.angle output = image.copy() # shift all the rows for i in range(ysize): line = image[i] delta = round((i*slant)) % xsize line1 = line[:xsize-delta] line2 = line[xsize-delta:xsize] output[i][delta:xsize] = line1 output[i][0:delta] = line2 #correction to center the image correction = (self.direction)*round(self.angle*ysize/2) correction = (xsize - correction) % xsize # center the region line1 = output[0:ysize,0:xsize-correction].copy() line2 = output[0:ysize,xsize-correction:xsize].copy() output[0:ysize,correction:xsize] = line1 output[0:ysize,0:correction] = line2 return output # Test function def test_slant(): img_name = "3.png" dest_img_name = "slanted.png" im = Image.open(img_name,) im = im.convert("L") image = numpy.asarray(im) slant = Slant() slant.regenerate_parameters(1) image = slant.transform_image(image) im = Image.fromarray(image.astype('uint8'), "L") im.save(dest_img_name) # Test if __name__ == '__main__': import sys, os, fnmatch import Image test_slant()