Created
September 28, 2017 12:09
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Idea: Gabor Patch without matplotlib dependency
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import expyriment | |
import numpy as np | |
expyriment.control.set_develop_mode() | |
exp = expyriment.control.initialize() | |
expyriment.control.start(skip_ready_screen=True) | |
def canvas_with_gabor_patch(sigma,theta,Lambda,psi,gamma): | |
sigma_x = sigma | |
sigma_y = float(sigma)/gamma | |
# Bounding box | |
nstds = 3 | |
xmax = max(abs(nstds*sigma_x*np.cos(theta)),abs(nstds*sigma_y*np.sin(theta))) | |
xmax = np.ceil(max(1,xmax)) | |
ymax = max(abs(nstds*sigma_x*np.sin(theta)),abs(nstds*sigma_y*np.cos(theta))) | |
ymax = np.ceil(max(1,ymax)) | |
xmin = -xmax | |
ymin = -ymax | |
(x,y) = np.meshgrid(np.arange(xmin,xmax+1),np.arange(ymin,ymax+1 )) | |
(y,x) = np.meshgrid(np.arange(ymin,ymax+1),np.arange(xmin,xmax+1 )) | |
# Rotation | |
x_theta=x*np.cos(theta)+y*np.sin(theta) | |
y_theta=-x*np.sin(theta)+y*np.cos(theta) | |
pattern = np.exp(-.5*(x_theta**2/sigma_x**2+y_theta**2/sigma_y**2))*np.cos(2*np.pi/Lambda*x_theta+psi) | |
# make numpy pixel array | |
tmp = (np.ones(pattern.shape) * (255 / 2.0) * pattern) + (255 / 2.0) | |
pixel_array = np.ones((3, tmp.shape[1], tmp.shape[0])) * tmp.T | |
#make stimulus | |
stim = expyriment.stimuli.Canvas(pattern.shape) | |
stim.set_surface(pixel_array.T) | |
return stim | |
s = canvas_with_gabor_patch(sigma=55,theta=np.pi/2.9,Lambda=12.5,psi=120,gamma=1.) | |
s.present() | |
exp.keyboard.wait() | |
expyriment.control.end() |
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See Expyriment Gabor Patch: https://github.com/expyriment/expyriment-stash/blob/master/extras/expyriment_stimuli_extras/gaborpatch/_gaborpatch.py