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-rw-r--r--shift.py112
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+# Copyright 2016 (c) Egor Tensin <Egor.Tensin@gmail.com>
+# This file is part of the "Simple image filters" project.
+# For details, see https://github.com/egor-tensin/filters.
+# Distributed under the MIT License.
+
+import argparse
+from enum import Enum
+import sys
+
+import cv2
+import numpy as np
+
+class Direction(Enum):
+ N = 'N'
+ NE = 'NE'
+ E = 'E'
+ SE = 'SE'
+ S = 'S'
+ SW = 'SW'
+ W = 'W'
+ NW = 'NW'
+
+ def gen_kernel(self, distance):
+ radius = distance
+ size = 2 * radius + 1
+ kernel = np.zeros((size, size))
+ x, y = radius, radius
+
+ if self is Direction.N:
+ x = -1
+ elif self is Direction.NE:
+ x, y = -1, 0
+ elif self is Direction.E:
+ y = 0
+ elif self is Direction.SE:
+ x, y = 0, 0
+ elif self is Direction.S:
+ x = 0
+ elif self is Direction.SW:
+ x, y = 0, -1
+ elif self is Direction.W:
+ y = -1
+ elif self is Direction.NW:
+ x, y = -1, -1
+ else:
+ raise NotImplementedError('unsupported direction: ' + str(self))
+
+ kernel[x, y] = 1
+ return kernel
+
+ def __str__(self):
+ return self.name
+
+def convolve(img, kernel):
+ #print(kernel)
+ radius = kernel.shape[0] // 2
+ output = np.zeros(img.shape, dtype=img.dtype)
+ for i in range(radius, img.shape[0] - radius):
+ for j in range(radius, img.shape[1] - radius):
+ neighborhood = img[i - radius:i + radius + 1, j - radius:j + radius + 1]
+ output[i, j] = np.sum(neighborhood * kernel)
+ return output
+
+DEFAULT_DIRECTION = Direction.SE
+DEFAULT_DISTANCE = 1
+
+def do(img_path, direction=DEFAULT_DIRECTION, distance=DEFAULT_DISTANCE,
+ output_path=None):
+
+ img = cv2.imread(img_path, cv2.IMREAD_GRAYSCALE)
+ kernel = direction.gen_kernel(distance)
+ output = convolve(img, kernel)
+ if output_path is None:
+ cv2.imshow("Output", output)
+ cv2.waitKey()
+ else:
+ cv2.imwrite(output_path, output)
+
+def _parse_direction(s):
+ try:
+ return Direction(s)
+ except ValueError:
+ raise argparse.ArgumentTypeError('invalid direction: ' + s)
+
+def _parse_non_negative_integer(s):
+ try:
+ x = int(s)
+ except ValueError:
+ raise argparse.ArgumentTypeError('must be a non-negative integer: ' + s)
+ if x < 0:
+ raise argparse.ArgumentTypeError('must be a non-negative integer: ' + s)
+ return x
+
+def _parse_args(args=sys.argv):
+ parser = argparse.ArgumentParser()
+ parser.add_argument('img_path')
+ parser.add_argument('--output', '-o',
+ dest='output_path', default=None)
+ parser.add_argument('--direction', '-d',
+ type=_parse_direction,
+ choices=Direction,
+ default=DEFAULT_DIRECTION)
+ parser.add_argument('--distance', '-n',
+ type=_parse_non_negative_integer,
+ default=DEFAULT_DISTANCE)
+ return parser.parse_args(args[1:])
+
+def main(args=sys.argv):
+ do(**vars(_parse_args(args)))
+
+if __name__ == '__main__':
+ main()