X-Git-Url: http://git.tomasm.cz/imago.git/blobdiff_plain/3790db9ab7a4871faf0b445c8283c7f0b7b30a22..45b6aba3bbf3aea1bacad077387ae77a1deb1a3c:/imago_pack/linef.py?ds=sidebyside diff --git a/imago_pack/linef.py b/imago_pack/linef.py index eda82ce..47952c2 100644 --- a/imago_pack/linef.py +++ b/imago_pack/linef.py @@ -1,4 +1,4 @@ -"""Go image recognition lines-finding module""" +"""Lines finding module.""" from functools import partial import sys @@ -13,72 +13,71 @@ except ImportError, msg: import filters from hough import Hough -def find_lines(image, show_all, do_something, verbose): - - if verbose: - print >> sys.stderr, "preprocessing" - - if show_all: - do_something(image, "original image") - +def prepare(image, show_image, logger): + # TODO comment im_l = image.convert('L') - if show_all: - do_something(im_l, "ITU-R 601-2 luma transform") - - if verbose: - print >> sys.stderr, "edge detection" + show_image(im_l, "ITU-R 601-2 luma transform") + logger("edge detection") im_edges = filters.edge_detection(im_l) - if show_all: - do_something(im_edges, "edge detection") + show_image(im_edges, "edge detection") im_h = filters.high_pass(im_edges, 100) - if show_all: - do_something(im_h, "high pass filters") - - if verbose: - print >> sys.stderr, "hough transform" + show_image(im_h, "high pass filters") - im_hough = Hough.Transform(im_h) - if show_all: - do_something(im_hough.image, "hough transform") + return im_h + +def transform(image, hough, show_image): + # TODO comment + im_hough = hough.transform(image) + show_image(im_hough, "hough transform") # im_hough.image = filters.peaks(im_hough.image) - # if show_all: - # do_something(im_hough.image, "peak extraction") + # show_image(im_hough.image, "peak extraction") - im_h2 = im_hough.apply_filter(partial(filters.high_pass, height=96)) - if show_all: - do_something(im_h2.image, "second high pass filters") + im_h2 = filters.high_pass(im_hough, 96) + show_image(im_h2, "second high pass filters") + + im_h2 = filters.components2(im_h2) + show_image(im_h2, "components centers") - im_h2 = im_h2.apply_filter(filters.components2) - if show_all: - do_something(im_h2.image, "components centers") + return im_h2 + +def find_lines(image, show_image, logger): + """Find lines in the *image*.""" + # TODO refactor into smaller functions + + logger("preprocessing") + show_image(image, "original image") + + im_h = prepare(image, show_image, logger) + + hough = Hough.default(im_h) + + logger("hough transform") + + im_h2 = transform(im_h, hough, show_image) - if verbose: - print >> sys.stderr, "second hough transform" + logger("second hough transform") # im_hough might be used instead im_h2, but at the moment it brings a lot of # noise to the second transform, which later confuses the center-finding # mechanism (which is not very robust yet) - im_hough2 = Hough.Transform(im_h2.image) - if show_all: - do_something(im_hough2.image, "second hough transform") + hough2 = Hough.default(im_h2) + im_hough2 = hough2.transform(im_h2) + show_image(im_hough2, "second hough transform") - im_h3 = im_hough2.apply_filter(partial(filters.high_pass, height=120)) - if show_all: - do_something(im_h3.image, "third high pass filter") + im_h3 = filters.high_pass(im_hough2, 120) + show_image(im_h3, "third high pass filter") - im_h3 = im_h3.apply_filter(filters.components) - if show_all: - do_something(im_h3.image, "half centers") + im_h3 = filters.components(im_h3) + show_image(im_h3, "half centers") - if verbose: - print >> sys.stderr, "finding the grid" + logger("finding the lines") - lines_m = im_h3.all_lines_h() + lines_m = hough2.all_lines_h(im_h3) lines = [] - im_c = im_h2.image.convert('RGB').convert('RGB', (1, 0.5, 0.5, 0)) + im_c = im_h2.convert('RGB').convert('RGB', (1, 0.5, 0.5, 0)) draw_c = ImageDraw.Draw(im_c) bounds = [] @@ -90,28 +89,27 @@ def find_lines(image, show_all, do_something, verbose): draw.line(line_from_angl_dist(line, im_h2.size), fill=255, width=7) draw_c.line(line_from_angl_dist(line, im_c.size), fill=(70, 70, 70), width=7) - for p in combine(im_h2.image, im_line): + for p in combine(im_h2, im_line): line_points.add(p) for point in line_points: draw_c.point(point, fill=(120, 255, 120)) - lines.append(im_hough.lines_from_list(line_points)) + lines.append(hough.lines_from_list(line_points)) line_points = list(line_points) line_points.sort() bounds += [line_points[0], line_points[-1]] - if show_all: - do_something(im_c, "hough x lines") + show_image(im_c, "hough x lines") image_g = image.copy() draw = ImageDraw.Draw(image_g) for line in [l for s in lines for l in s]: draw.line(line_from_angl_dist(line, image.size), fill=(120, 255, 120)) - if show_all: - do_something(image_g, "lines") + show_image(image_g, "lines") - return lines, lines_m[0][0], lines_m[1][0], bounds, im_hough + return lines, lines_m[0][0], lines_m[1][0], bounds, hough def combine(image1, image2): + """Return a list of points that are present in both images.""" im_l1 = image1.load() im_l2 = image2.load() @@ -124,6 +122,8 @@ def combine(image1, image2): return on_both def line_from_angl_dist((angle, distance), size): + """Take *angle* and *distance* (from the center of the image) of a line and + size of the image. Return the line represented by two points.""" if pi / 4 < angle < 3 * pi / 4: y1 = - size[1] / 2 x1 = int(round((y1 * cos(angle) + distance) / sin(angle))) + size[0] / 2