def findCCs(image, erasecol=0, doContinue=None, doSkip=None, bRange=0, connectivity=8):
"""
Finds all connected components in the image.
doContinue is a function applied to the color of every new pixel in the image.
If it is true, this pixel is ignored. Default: <= 128
doSkip is a function applied to every new connected component found by the
function. If it is true, this component will not be included in the result.
Default: do not skip anything.
"""
if doContinue is None:
doContinue = lambda col: col <= 128
if doSkip is None:
doSkip = lambda comp: False
mask = cv.CreateImage((image.width + 2, image.height + 2), cv.IPL_DEPTH_8U, 1)
cv.Zero(mask)
components = []
for x in range(image.width):
for y in range(image.height):
if doContinue(image[y, x]):
continue
comp = cv.FloodFill(image, (x, y), 0, bRange, bRange, connectivity + cv.CV_FLOODFILL_MASK_ONLY + (255 << 8), mask) # here 3rd argument is ignored
region = shiftRect(comp[2], 1, 1)
if not doSkip(comp):
seg = cvext.getSubImage(mask, region)
components.append((comp[0], comp[1], comp[2], seg))
cv.SetImageROI(image, comp[2])
cv.SetImageROI(mask, region)
cv.Set(image, erasecol, mask)
cv.Zero(mask)
cv.ResetImageROI(image)
cv.ResetImageROI(mask)
return components
def cutNonBlack(comp, thresh, colthresh=0):
image = comp[3]
rect = comp[2]
newRect = findNonBlackRect(image, thresh, colthresh)
if newRect[2] == 0 or newRect[3] == 0:
return None
region = cvext.getSubImage(image, newRect)
newRect = shiftRect(newRect, rect[0], rect[1])
return (cv.CountNonZero(region), 255.0, newRect, region)
def splitAt(image, splitters):
if splitters == []:
return [image]
segments = []
regions = []
for i in xrange(len(splitters) - 1):
region = (splitters[i], 0, splitters[i+1] - splitters[i], image.height)
regions.append(region)
seg = cvext.getSubImage(image, region)
segments.append(seg)
return segments, regions
def cutNonBlackImage(image, thresh=1, colthresh=0):
newRect = findNonBlackRect(image, thresh, colthresh)
if newRect[2] == 0 or newRect[3] == 0:
return None
region = cvext.getSubImage(image, newRect)
return region