def _stackFilters(self, flt1):
"""
**SUMMARY**
stack two filters of same size. channels don't matter.
**PARAMETERS**
* *flt1* - second filter to be stacked
**RETURNS**
DFT filter
"""
if isinstance(self._numpy, type(None)):
return flt1
if not self.size() == flt1.size():
warnings.warn("All the filters must be of same size")
return None
numpyflt = self._numpy
numpyflt1 = flt1._numpy
flt = np.dstack((numpyflt, numpyflt1))
stackedfilter = DFT(size=self.size(),
numpyarray=flt,
channels=self.channels + flt1.channels,
type=self._type,
frequency=self._freqpass)
return stackedfilter
def _stackFilters(self, flt1):
"""
**SUMMARY**
stack two filters of same size. channels don't matter.
**PARAMETERS**
* *flt1* - second filter to be stacked
**RETURNS**
DFT filter
"""
if isinstance(self._numpy, type(None)):
return flt1
if not self.size() == flt1.size():
warnings.warn("All the filters must be of same size")
return None
numpyflt = self._numpy
numpyflt1 = flt1._numpy
flt = np.dstack((numpyflt, numpyflt1))
stackedfilter = DFT(size=self.size(), numpyarray=flt,
channels=self.channels+flt1.channels,
type=self._type, frequency=self._freqpass)
return stackedfilter
def stackFilters(self, flt1, flt2):
"""
**SUMMARY**
Stack three signle channel filters of the same size to create
a 3 channel filter.
**PARAMETERS**
* *flt1* - second filter to be stacked
* *flt2* - thrid filter to be stacked
**RETURNS**
DFT filter
**EXAMPLE**
>>> flt1 = DFT.createGaussianFilter(dia=200, size=(380, 240))
>>> flt2 = DFT.createGaussianFilter(dia=100, size=(380, 240))
>>> flt2 = DFT.createGaussianFilter(dia=70, size=(380, 240))
>>> flt = flt1.stackFilters(flt2, flt3) # 3 channel filter
"""
if not (self.channels == 1 and flt1.channels == 1
and flt2.channels == 1):
warnings.warn("Filters must have only 1 channel")
return None
if not (self.size() == flt1.size() and self.size() == flt2.size()):
warnings.warn("All the filters must be of same size")
return None
numpyflt = self._numpy
numpyflt1 = flt1._numpy
numpyflt2 = flt2._numpy
flt = np.dstack((numpyflt, numpyflt1, numpyflt2))
img = Image(flt)
stackedfilter = DFT(size=self.size(),
numpyarray=flt,
image=img,
channels=3)
return stackedfilter
def stackFilters(self, flt1, flt2):
"""
**SUMMARY**
Stack three signle channel filters of the same size to create
a 3 channel filter.
**PARAMETERS**
* *flt1* - second filter to be stacked
* *flt2* - thrid filter to be stacked
**RETURNS**
DFT filter
**EXAMPLE**
>>> flt1 = DFT.createGaussianFilter(dia=200, size=(380, 240))
>>> flt2 = DFT.createGaussianFilter(dia=100, size=(380, 240))
>>> flt2 = DFT.createGaussianFilter(dia=70, size=(380, 240))
>>> flt = flt1.stackFilters(flt2, flt3) # 3 channel filter
"""
if not(self.channels == 1 and flt1.channels == 1 and flt2.channels == 1):
warnings.warn("Filters must have only 1 channel")
return None
if not (self.size() == flt1.size() and self.size() == flt2.size()):
warnings.warn("All the filters must be of same size")
return None
numpyflt = self._numpy
numpyflt1 = flt1._numpy
numpyflt2 = flt2._numpy
flt = np.dstack((numpyflt, numpyflt1, numpyflt2))
img = Image(flt)
stackedfilter = DFT(size=self.size(), numpyarray=flt, image=img, channels=3)
return stackedfilter