NPs for BRDF

Table Format


material name
Error map and PSNR
Ground Truth
Reconstruction Result

[Relative Absolute Error]




ImageResults


The average PSNR is 53.88315568696584 The variance is 35.74514001135635.




MERL 100 materials

The average PSNR is 54.378899335861206 The variance is 32.242755637010475.

alum-bronze
alumina-oxide
aluminium
aventurnine
beige-fabric
black-fabric
black-obsidian
black-oxidized-steel
PSNR: 55.13
PSNR: 51.78
PSNR: 47.66
PSNR: 55.19
PSNR: 60.44
PSNR: 63.07
PSNR: 54.98
PSNR: 59.11
black-phenolic
black-soft-plastic
blue-acrylic
blue-fabric
blue-metallic-paint2
blue-metallic-paint
blue-rubber
brass
PSNR: 53.42
PSNR: 63.27
PSNR: 55.85
PSNR: 66.88
PSNR: 51.12
PSNR: 58.36
PSNR: 58.18
PSNR: 45.80
cherry-235
chrome-steel
chrome
colonial-maple-223
color-changing-paint1
color-changing-paint2
color-changing-paint3
dark-blue-paint
PSNR: 63.29
PSNR: 45.01
PSNR: 37.72
PSNR: 62.49
PSNR: 58.15
PSNR: 54.76
PSNR: 56.27
PSNR: 65.22
dark-red-paint
dark-specular-fabric
delrin
fruitwood-241
gold-metallic-paint2
gold-metallic-paint3
gold-metallic-paint
gold-paint
PSNR: 58.05
PSNR: 65.77
PSNR: 54.49
PSNR: 56.93
PSNR: 53.54
PSNR: 52.60
PSNR: 57.79
PSNR: 51.85
gray-plastic
grease-covered-steel
green-acrylic
green-fabric
green-latex
green-metallic-paint2
green-metallic-paint
green-plastic
PSNR: 57.33
PSNR: 43.89
PSNR: 50.41
PSNR: 63.87
PSNR: 57.97
PSNR: 54.45
PSNR: 55.33
PSNR: 56.64
hematite
ipswich-pine-221
light-brown-fabric
light-red-paint
maroon-plastic
natural-209
neoprene-rubber
nickel
PSNR: 50.60
PSNR: 62.92
PSNR: 57.82
PSNR: 55.32
PSNR: 52.11
PSNR: 60.82
PSNR: 55.05
PSNR: 43.78
nylon
orange-paint
pearl-paint
pickled-oak-260
pink-fabric2
pink-fabric
pink-felt
pink-jasper
PSNR: 47.70
PSNR: 57.57
PSNR: 55.50
PSNR: 52.99
PSNR: 58.95
PSNR: 55.63
PSNR: 53.14
PSNR: 51.68
pink-plastic
polyethylene
polyurethane-foam
pure-rubber
purple-paint
pvc
red-fabric2
red-fabric
PSNR: 56.27
PSNR: 52.03
PSNR: 61.84
PSNR: 55.00
PSNR: 56.76
PSNR: 59.27
PSNR: 55.87
PSNR: 56.29
red-metallic-paint
red-phenolic
red-plastic
red-specular-plastic
silicon-nitrade
silver-metallic-paint2
silver-metallic-paint
silver-paint
PSNR: 52.84
PSNR: 54.42
PSNR: 57.97
PSNR: 52.67
PSNR: 52.56
PSNR: 36.03
PSNR: 41.75
PSNR: 54.60
special-walnut-224
specular-black-phenolic
specular-blue-phenolic
specular-green-phenolic
specular-maroon-phenolic
specular-orange-phenolic
specular-red-phenolic
specular-violet-phenolic
PSNR: 62.05
PSNR: 50.59
PSNR: 53.05
PSNR: 48.40
PSNR: 51.70
PSNR: 50.70
PSNR: 53.08
PSNR: 55.26
specular-white-phenolic
specular-yellow-phenolic
ss440
steel
teflon
tungsten-carbide
two-layer-gold
two-layer-silver
PSNR: 52.09
PSNR: 51.15
PSNR: 43.19
PSNR: 42.52
PSNR: 50.39
PSNR: 42.89
PSNR: 53.50
PSNR: 53.59
violet-acrylic
violet-rubber
white-acrylic
white-diffuse-bball
white-fabric2
white-fabric
white-marble
white-paint
PSNR: 54.52
PSNR: 57.38
PSNR: 54.20
PSNR: 55.45
PSNR: 58.83
PSNR: 58.76
PSNR: 50.64
PSNR: 51.58
yellow-matte-plastic
yellow-paint
yellow-phenolic
yellow-plastic
PSNR: 56.21
PSNR: 56.76
PSNR: 51.52
PSNR: 56.07


EPFL 51 materials

The average PSNR is 52.911109316582774 The variance is 41.185800392486904.

acrylic-felt-green
acrylic-felt-orange
acrylic-felt-pink
acrylic-felt-purple
acrylic-felt-white
acrylic-felt-yellow
aurora-white
cardboard
PSNR: 61.48
PSNR: 52.96
PSNR: 55.78
PSNR: 62.31
PSNR: 42.32
PSNR: 51.42
PSNR: 52.43
PSNR: 52.71
cc-amber-citrine
cc-blue-agat
cc-green-malachite
cc-ibiza-sunset
cc-iris-purple-gem
cc-nothern-aurora
cg-sunflower
chm-light-blue
PSNR: 42.37
PSNR: 43.26
PSNR: 50.17
PSNR: 54.40
PSNR: 53.27
PSNR: 53.75
PSNR: 51.41
PSNR: 44.58
chm-mint
chm-orange
cm-military-green
cm-toxic-green
cm-white
colodur-azure-4e
colodur-connemara-4c
colodur-kalahari-2a
PSNR: 46.94
PSNR: 37.43
PSNR: 60.89
PSNR: 45.19
PSNR: 53.81
PSNR: 65.34
PSNR: 53.20
PSNR: 57.50
colodur-napoli-4f
ilm-l3-37-dark-green
ilm-l3-37-matte
ilm-l3-37-metallic
ilm-solo-millennium-falcon
ilm-solo-m-68
irid-flake-paint1-fine
irid-flake-paint1
PSNR: 61.81
PSNR: 61.98
PSNR: 56.84
PSNR: 53.70
PSNR: 50.23
PSNR: 45.80
PSNR: 53.49
PSNR: 50.24
irid-flake-paint2
laika-ceiling-paint-18-gray
leaf-maple
paper-blue
paper-green
paper-red
paper-white
paper-yellow
PSNR: 53.45
PSNR: 60.32
PSNR: 65.28
PSNR: 54.97
PSNR: 54.34
PSNR: 52.84
PSNR: 38.39
PSNR: 56.86
satin-blue
satin-gold
satin-purple
satin-rosaline
satin-white
spectralon
vch-dragon-eye-red
vch-frozen-amethyst
PSNR: 56.79
PSNR: 57.26
PSNR: 56.63
PSNR: 55.31
PSNR: 58.45
PSNR: 42.26
PSNR: 48.10
PSNR: 53.65
vch-golden-yellow
vch-silk-blue
vch-ultra-pink
PSNR: 53.70
PSNR: 54.69
PSNR: 46.16