def __init__( self, nScales, nOrientations, imageResolution ): ## 5,8, 11, 14
self.excelFile = "CASME2-coding-20140508.xlsx"
self.dataDir = "C:\Users\Valerie\Desktop\MicroExpress\CASME2\Cropped\Cropped"
#self.dataDir = "C:\Users\Valerie\Desktop\MicroExpress\CASME2\CASME2_RAW\CASME2-RAW"
self.mainDir = "C:\Users\Valerie\Desktop\MicroExpress\CASME2"
self.nScales = nScales
self.nOrient = nOrientations
self.imgRes = imageResolution
## DIMS needed?
#self.dims = self.nScales * self.nOrient * self.scaledH * self.scaledW
self.gabor = gab( nScales, nOrientations, 15 )
data = "C:\Users\Valerie\Desktop\MicroExpress\CASME2\Cropped\Cropped"
sub = "sub01"
ep = "EP02_01f"
img = "reg_img46.jpg"
I = pp.readInImg( os.path.join( data, sub, ep, img) )
ns = 5
no = 8
ksize = 21
g = gab( ns, no, ksize )
f = g.generateGaborKernels()
imgs = g.processGaborRaw( I, f )
fVect = []
for fIx, fImg in enumerate( imgs ):
o,s = getOrientationScaleIx( fIx, no, ns )
maxLocs = []
rsize, rIx = getRectangleParams( fImg, 8 )
slices = sliceImg( fImg, rsize, rIx )
for slice in slices:
sliceR, sliceC = np.shape( slice )
if s == 0:
def getResponseVals(fImg, maxLoc):
return fImg[maxLoc[0]][maxLoc[1]]
data = "C:\Users\Valerie\Desktop\MicroExpress\CASME2\Cropped\Cropped"
sub = "sub01"
ep = "EP02_01f"
img = "reg_img46.jpg"
I = pp.readInImg(os.path.join(data, sub, ep, img))
ns = 5
no = 8
ksize = 21
g = gab(ns, no, ksize)
f = g.generateGaborKernels()
imgs = g.processGaborRaw(I, f)
fVect = []
for fIx, fImg in enumerate(imgs):
o, s = getOrientationScaleIx(fIx, no, ns)
maxLocs = []
rsize, rIx = getRectangleParams(fImg, 8)
slices = sliceImg(fImg, rsize, rIx)
for slice in slices:
sliceR, sliceC = np.shape(slice)
if s == 0:
