def generateBacktrackSliceMatrix(self):
if self.GEN_SLICE_BACKTRACK_MAT:
vietcp = self.loadImageCol()
vietslice = vietcp[:, 550:600]
carver = SeamMarker(img=vietcp)
emap = carver.calc_energy(vietslice.copy())
mat, backtrack = carver.minimum_seam(img=vietslice, emap=emap)
np.save(self.slicemat_backtrack_path, backtrack)
def generateSliceMatrix(self):
if self.GEN_SLICE_MAT:
img = self.loadImageCol()
viet = np.array(img.copy(), dtype=np.uint8)
vietslice = viet[:, 550:600]
carver = SeamMarker(img=None)
emap = carver.calc_energy(viet.copy())
mat, backtrack = carver.minimum_seam(img=vietslice.copy(),
emap=emap)
np.save(self.slicemat_path, mat)
def generateInferior2MeanMatrix(self):
if self.GEN_MEAN_INF_ZONE_MAT:
vietImcp = self.loadImageCol()
vietslice = vietImcp[:, 550:600]
carver = SeamMarker(img=vietImcp)
emap = carver.calc_energy(vietslice)
normalized = normalizeImageVals(emap.copy())
# vietEmap = ImageOps.grayscale(Image.fromarray(emap))
funcs = SeamFuncsAI()
zones = funcs.getInferior2MeanZones(normalized)
np.save(self.mean_inf_zone_mat_path, zones)
def test_seammarker_minimum_seam_emap_matrix(self):
"tests the minimum seam function of pointcarver"
matrixPath = os.path.join(self.npdir, "vietSliceMatrix.npy")
compmatrix = np.load(matrixPath)
vietImcp = self.loadImageCol()
vietslice = vietImcp[:, 550:600]
carver = SeamMarker(img=vietImcp)
emap = carver.calc_energy(vietslice)
mat, backtrack = carver.minimum_seam(img=vietslice, emap=emap)
self.compareArrays(
mat, compmatrix,
"Point carver minimum seam function emap given, checking matrix")
def test_seammarker_minimum_seam_emap_backtrack(self):
backtrackPath = os.path.join(self.npdir, 'vietSliceBacktrack.npy')
compBacktrack = np.load(backtrackPath)
vietcp = self.loadImageCol()
vietslice = vietcp[:, 550:600]
carver = SeamMarker(img=vietcp)
emap = carver.calc_energy(vietslice)
mat, backtrack = carver.minimum_seam(img=vietslice, emap=emap)
self.compareArrays(
backtrack, compBacktrack,
"Point carver minimum seam function emap given, checking backtrack"
)
def test_seammarker_calc_energy(self):
"tests the calc energy function of pointcarver"
vietEmap = Image.open(self.emap_path)
vietEmap = ImageOps.grayscale(vietEmap)
vietImg = self.loadImageCol()
vietEmap = np.array(vietEmap, dtype=np.uint8)
#
vietImcp = vietImg.copy()
vietEmapcp = vietEmap.copy()
#
carver = SeamMarker(img=vietImcp)
emap = carver.calc_energy(vietImcp)
emap = np.interp(emap, (emap.min(), emap.max()), (0, 256))
emap = np.uint8(emap)
self.compareArrays(emap, vietEmapcp,
"Point carver energy calculation function")
def test_seammarker_minimum_seam_ai(self):
vietImcp = self.loadImageCol()
vietslice = vietImcp[:, 550:600]
carver = SeamMarker(img=vietImcp)
emap = carver.calc_energy(vietslice)
funcs = SeamFuncsAI()