def __init__(self):
Filter.__init__(self)
self.window = ApodizationWindow()
self.window_list = self.window.window_list
self.custom = 'np.exp(-4*x**2)'
self.type = 0
self.size = 11.0
self.relative = True
self.position = 25.0
self.is_pre_filter = True
self.config = ["custom","type","size","relative","position"]
class HighPass(Filter):
"""
High pass filter
"""
__extname__ = "High-pass filter"
dim = 1
def __init__(self):
Filter.__init__(self)
self.window = ApodizationWindow()
self.window_list = self.window.window_list
self.custom = 'np.exp(-4*x**2)'
self.type = 0
self.size = 11.0
self.relative = True
self.position = 25.0
self.is_pre_filter = True
self.config = ["custom","type","size","relative","position"]
def apply_filter(self, array):
if len(array.shape)!=1:
return False
# High-pass filter
p0 = min([np.floor(self.size/100.0*array.shape[0]), np.floor(array.shape[0]/2)])
# compute window
wnd = DataArray(shape=[2*p0])
wnd.data = np.ones(2*p0)
self.window.apply_filter(wnd)
# take left half
wnd.data[p0:] = max(wnd.data)
# compute how much to add
shp = max([0,array.shape[0]-2*p0])
if self.relative:
# find max amplitude
p1 = array.data.argmax()
else:
# take position from config
p1 = np.floor((1.0-self.position/100.0)*array.shape[0])
if p1<p0:
fct = np.concatenate((wnd.data,max(wnd.data)*np.ones(shp)))
elif p1+p0>array.shape[0]:
fct = np.concatenate((max(wnd.data)*np.zeros(shp),wnd.data))
else:
fct = np.concatenate((np.zeros(array.shape[0]-p1-p0),wnd.data,np.ones(p1-p0)*max(wnd.data)))
array.data = array.data*fct
return True
def set_filter(self, parent = None):
dlg = BandpassFilterSelectionDialog(parent, title="High-pass filter window", wlist = self.window_list, sel = self.type, custom = self.custom, sz = self.size, relative = self.relative, position = self.position)
if dlg.ShowModal() == wx.ID_OK:
self.type, self.custom, self.size, self.relative, self.position = dlg.GetValue()
self.window.type = self.type
self.window.custom = self.custom
dlg.Destroy()
return True
else:
dlg.Destroy()
return False
def get_icon(self):
return wx.Image(icon_path + "filter-hipass.png").ConvertToBitmap()