#!/usr/bin/env python
-"""Usage:
-imago.py file
- analyses the given file
-imago.py file --debug
- shows every step of the computation
-imago.py --help
- shows this help
-
-"""
+"""Go image recognition"""
import sys
import os
import math
+import argparse
try:
import Image, ImageDraw
except ImportError, msg:
- print >>sys.stderr, msg
+ print >> sys.stderr, msg
sys.exit(1)
import im_debug
import filters
from hough import Hough
-class UsageError(Exception):
- def __init__(self, msg):
- self.msg = msg
-
Saving_dir = ''
Saving_num = 0
-def main(*argv):
+def main():
"""Main function of the program."""
- show_all = False
- do_something = im_debug.show
-
- try:
- if argv is ():
- argv = sys.argv[1:]
- if argv == []:
- raise UsageError('Missing filename')
- if "--help" in argv:
- print __doc__
- return 0
- if "--debug" in argv:
- show_all = True
- if "--save" in argv:
- global Saving_dir
- Saving_dir = "saved/" + argv[0][:-4] + "/"
- do_something = image_save
- except UsageError, err:
- print >>sys.stderr, err.msg, "(\"imago.py --help\" for help)"
- return 2
+ parser = argparse.ArgumentParser(description=__doc__)
+ parser.add_argument('file', metavar='file', nargs=1,
+ help="image to analyse")
+ parser.add_argument('-w', type=int, default=640,
+ help="scale image to the specified width before analysis")
+ parser.add_argument('-d', '--debug', dest='show_all', action='store_true',
+ help="show every step of the computation")
+ parser.add_argument('-s', '--save', dest='do_something', action='store_const',
+ const=image_save, default=im_debug.show,
+ help="save images instead of displaying them")
+ args = parser.parse_args()
+
+ show_all = args.show_all
+ do_something = args.do_something
try:
- image = Image.open(argv[0])
+ image = Image.open(args.file[0])
except IOError, msg:
- print >>sys.stderr, msg
+ print >> sys.stderr, msg
return 1
+ if image.size[0] > args.w:
+ image = image.resize((args.w, int((float(args.w)/image.size[0]) *
+ image.size[1])), Image.ANTIALIAS)
+ global Saving_dir
+ Saving_dir = "saved/" + args.file[0][:-4] + "_" + str(image.size[0]) + "/"
+
if show_all:
do_something(image, "original image")
if show_all:
do_something(im_hough, "hough transform")
+ im_hough = filters.peaks(im_hough)
+ if show_all:
+ do_something(im_hough, "peak extraction")
+
im_h2 = filters.high_pass(im_hough, 120)
if show_all:
do_something(im_h2, "second high pass filters")
+ im_h2 = filters.components(im_h2)
+ if show_all:
+ do_something(im_h2, "components centers")
+
hough2 = Hough(im_h2.size)
im_hough2 = hough2.transform(im_h2)
if show_all:
im_h3 = filters.high_pass(im_hough2, 120)
if show_all:
- do_something(im_h3, "third high pass filters")
+ do_something(im_h3, "third high pass filter")
- lines = hough2.find_angle_distance(im_h3)
+ im_h3 = filters.components(im_h3)
+ if show_all:
+ do_something(im_h3, "components centers 2")
+
+ lines = hough2.all_lines(im_h3)
im_lines = Image.new('L', im_h2.size)
draw = ImageDraw.Draw(im_lines)
for line in lines:
- draw.line(line_from_angl_dist(line, im_h2.size), fill=255)
+ draw.line(line_from_angl_dist(line, im_h2.size), fill=255, width=5)
if show_all:
do_something(im_lines, "lines")
if show_all:
do_something(im_c, "first hough x lines")
- collapse(im_c)
- if show_all:
- do_something(im_c, "optimalised hough")
-
lines = hough1.all_lines(im_c)
draw = ImageDraw.Draw(image)
for line in lines:
image.save(filename, 'JPEG')
Saving_num += 1
-def collapse(image):
- #HACK
- im_l = image.load()
- last = False
- for y in xrange(image.size[1]):
- for x in xrange(image.size[0]):
- if im_l[x, y] and last:
- im_l[x, y] = 0
- last = False
- elif im_l[x, y]:
- last = True
- elif last:
- last = False
-
def combine(image1, image2):
im_l1 = image1.load()
im_l2 = image2.load()