def colorMapFigure():
L = normalizeVector(np.array([-0.2, 0.3, 0.7]))
N_32F, A_32F = normalSphere(h=512, w=512)
fig, axes = plt.subplots(figsize=(6, 4))
font_size = 15
fig.subplots_adjust(left=0.02,
right=0.98,
top=0.98,
bottom=0.02,
hspace=0.1,
wspace=0.1)
fig.suptitle("", fontsize=font_size)
num_rows = 4
num_cols = 6
plot_grid = SubplotGrid(num_rows, num_cols)
for colormap_file in colorMapFiles():
M_32F = loadColorMap(colormap_file)
C_32F = ColorMapShader(M_32F).diffuseShading(L, N_32F)
plot_grid.showImage(setAlpha(C_32F, A_32F), "")
file_path = os.path.join(colorMapResultsDir(), "ColorMapMaterials.png")
fig.savefig(file_path, transparent=True)
def colorMapFigure():
L = normalizeVector(np.array([-0.2, 0.3, 0.7]))
N_32F, A_32F = normalSphere(h=512, w=512)
fig, axes = plt.subplots(figsize=(6, 4))
font_size = 15
fig.subplots_adjust(left=0.02, right=0.98, top=0.98, bottom=0.02, hspace=0.1, wspace=0.1)
fig.suptitle("", fontsize=font_size)
num_rows = 4
num_cols = 6
plot_grid = SubplotGrid(num_rows, num_cols)
for colormap_file in colorMapFiles():
M_32F = loadColorMap(colormap_file)
C_32F = ColorMapShader(M_32F).diffuseShading(L, N_32F)
plot_grid.showImage(setAlpha(C_32F, A_32F), "")
file_path = os.path.join(colorMapResultsDir(), "ColorMapMaterials.png")
fig.savefig(file_path, transparent=True)
def reflectanceEstimationFigure():
errorTable()
M_errors = loadReflectanceErrorTable()
M_error_orders = np.argsort(M_errors)
print M_errors[M_error_orders]
colormap_files = colorMapFiles()
colormap_files = [colormap_files[M_error_order] for M_error_order in M_error_orders]
colormap_files = colormap_files[0:-1:3]
Ms = []
MLs = []
for colormap_file in colormap_files:
M_32F = loadColorMap(colormap_file)
Ms.append(M_32F)
C_32F = M_32F.reshape(1, len(M_32F), 3)
I_32F = np.linspace(0.0, 1.0, len(M_32F))
I_32F = I_32F.reshape(C_32F.shape[:2])
reflectance = LambertReflectanceEstimation(C_32F, I_32F)
Ml = reflectance.shading(I_32F)
MLs.append(Ml[0, :, :])
num_rows = 3
num_cols = len(colormap_files)
w = 10
h = w * num_rows / num_cols
fig, axes = plt.subplots(figsize=(w, h))
font_size = 15
fig.subplots_adjust(left=0.02, right=0.98, top=0.98, bottom=0.02, hspace=0.05, wspace=0.05)
fig.suptitle("", fontsize=font_size)
N_sphere, A_32F = normalSphere(h=512, w=512)
Lg = normalizeVector(np.array([-0.2, 0.3, 0.6]))
plot_grid = SubplotGrid(num_rows, num_cols)
mi = 1
for M, Ml in zip(Ms, MLs):
CM_32F = ColorMapShader(M).diffuseShading(Lg, N_sphere)
CL_32F = ColorMapShader(Ml).diffuseShading(Lg, N_sphere)
C_error = normVectors((CM_32F - CL_32F).reshape(-1, 3)).reshape(CL_32F.shape[:2])
C_error[A_32F < 0.5 * np.max(A_32F)] = 0.0
plot_grid.setPlot(1, mi)
plot_grid.showImage(setAlpha(CM_32F, A_32F), "")
plot_grid.setPlot(2, mi)
plot_grid.showImage(setAlpha(CL_32F, A_32F), "")
plot_grid.setPlot(3, mi)
plot_grid.showColorMap(C_error, "", v_min=0.0, v_max=0.3, with_colorbar=False)
mi += 1
file_path = shapeResultFile("ReflectanceEstimation", "ReflectanceEstimationError")
fig.savefig(file_path, transparent=True)
def colorMapSphere(L, M_32F, h=512, w=512):
N_32F, A_32F = normalSphere(h=h, w=w)
C_32F = ColorMapShader(M_32F).diffuseShading(L, N_32F)
C_32F = setAlpha(C_32F, A_32F)
return C_32F
