NPs for BRDF

Table Format


material name
Error map and PSNR
Ground Truth
Reconstruction Result

[Relative Absolute Error]




ImageResults


The average PSNR is 54.99234349522369 The variance is 39.514147890336126.




MERL 100 materials

The average PSNR is 55.55301320552826 The variance is 39.03924887588213.

alum-bronze
alumina-oxide
aluminium
aventurnine
beige-fabric
black-fabric
black-obsidian
black-oxidized-steel
PSNR: 56.45
PSNR: 52.96
PSNR: 44.95
PSNR: 56.26
PSNR: 60.66
PSNR: 64.82
PSNR: 56.73
PSNR: 59.76
black-phenolic
black-soft-plastic
blue-acrylic
blue-fabric
blue-metallic-paint2
blue-metallic-paint
blue-rubber
brass
PSNR: 55.58
PSNR: 66.21
PSNR: 58.47
PSNR: 66.96
PSNR: 51.78
PSNR: 58.32
PSNR: 58.53
PSNR: 44.58
cherry-235
chrome-steel
chrome
colonial-maple-223
color-changing-paint1
color-changing-paint2
color-changing-paint3
dark-blue-paint
PSNR: 64.64
PSNR: 42.31
PSNR: 36.05
PSNR: 62.90
PSNR: 58.37
PSNR: 54.76
PSNR: 58.77
PSNR: 65.63
dark-red-paint
dark-specular-fabric
delrin
fruitwood-241
gold-metallic-paint2
gold-metallic-paint3
gold-metallic-paint
gold-paint
PSNR: 60.33
PSNR: 66.77
PSNR: 55.67
PSNR: 57.51
PSNR: 54.99
PSNR: 51.32
PSNR: 59.10
PSNR: 53.50
gray-plastic
grease-covered-steel
green-acrylic
green-fabric
green-latex
green-metallic-paint2
green-metallic-paint
green-plastic
PSNR: 59.18
PSNR: 45.42
PSNR: 52.37
PSNR: 65.35
PSNR: 59.63
PSNR: 54.41
PSNR: 56.34
PSNR: 58.51
hematite
ipswich-pine-221
light-brown-fabric
light-red-paint
maroon-plastic
natural-209
neoprene-rubber
nickel
PSNR: 51.18
PSNR: 62.88
PSNR: 60.07
PSNR: 57.39
PSNR: 54.96
PSNR: 62.03
PSNR: 56.16
PSNR: 43.89
nylon
orange-paint
pearl-paint
pickled-oak-260
pink-fabric2
pink-fabric
pink-felt
pink-jasper
PSNR: 49.15
PSNR: 60.30
PSNR: 55.98
PSNR: 55.34
PSNR: 61.69
PSNR: 57.89
PSNR: 55.17
PSNR: 53.98
pink-plastic
polyethylene
polyurethane-foam
pure-rubber
purple-paint
pvc
red-fabric2
red-fabric
PSNR: 58.17
PSNR: 54.53
PSNR: 62.62
PSNR: 55.72
PSNR: 58.17
PSNR: 61.38
PSNR: 57.29
PSNR: 57.03
red-metallic-paint
red-phenolic
red-plastic
red-specular-plastic
silicon-nitrade
silver-metallic-paint2
silver-metallic-paint
silver-paint
PSNR: 51.31
PSNR: 56.57
PSNR: 60.65
PSNR: 55.12
PSNR: 53.41
PSNR: 37.51
PSNR: 43.16
PSNR: 55.42
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: 63.07
PSNR: 51.85
PSNR: 53.76
PSNR: 51.68
PSNR: 53.67
PSNR: 52.50
PSNR: 55.65
PSNR: 57.44
specular-white-phenolic
specular-yellow-phenolic
ss440
steel
teflon
tungsten-carbide
two-layer-gold
two-layer-silver
PSNR: 52.79
PSNR: 53.52
PSNR: 41.73
PSNR: 39.48
PSNR: 50.80
PSNR: 39.39
PSNR: 55.59
PSNR: 55.92
violet-acrylic
violet-rubber
white-acrylic
white-diffuse-bball
white-fabric2
white-fabric
white-marble
white-paint
PSNR: 57.27
PSNR: 58.60
PSNR: 54.52
PSNR: 57.51
PSNR: 60.84
PSNR: 60.09
PSNR: 52.22
PSNR: 52.36
yellow-matte-plastic
yellow-paint
yellow-phenolic
yellow-plastic
PSNR: 59.26
PSNR: 59.74
PSNR: 52.98
PSNR: 58.13


EPFL 51 materials

The average PSNR is 53.89299112207749 The variance is 38.62037321156449.

acrylic-felt-green
acrylic-felt-orange
acrylic-felt-pink
acrylic-felt-purple
acrylic-felt-white
acrylic-felt-yellow
aurora-white
cardboard
PSNR: 62.15
PSNR: 55.52
PSNR: 58.33
PSNR: 63.44
PSNR: 44.50
PSNR: 53.64
PSNR: 54.34
PSNR: 55.90
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: 43.54
PSNR: 41.54
PSNR: 46.77
PSNR: 54.92
PSNR: 54.04
PSNR: 54.47
PSNR: 49.43
PSNR: 47.11
chm-mint
chm-orange
cm-military-green
cm-toxic-green
cm-white
colodur-azure-4e
colodur-connemara-4c
colodur-kalahari-2a
PSNR: 49.29
PSNR: 41.76
PSNR: 61.33
PSNR: 47.96
PSNR: 55.15
PSNR: 62.77
PSNR: 54.61
PSNR: 59.39
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: 63.24
PSNR: 62.29
PSNR: 57.60
PSNR: 54.97
PSNR: 51.11
PSNR: 44.38
PSNR: 53.14
PSNR: 50.44
irid-flake-paint2
laika-ceiling-paint-18-gray
leaf-maple
paper-blue
paper-green
paper-red
paper-white
paper-yellow
PSNR: 53.53
PSNR: 59.53
PSNR: 66.51
PSNR: 56.19
PSNR: 56.44
PSNR: 54.25
PSNR: 40.17
PSNR: 57.01
satin-blue
satin-gold
satin-purple
satin-rosaline
satin-white
spectralon
vch-dragon-eye-red
vch-frozen-amethyst
PSNR: 57.95
PSNR: 57.93
PSNR: 58.48
PSNR: 55.18
PSNR: 58.41
PSNR: 43.06
PSNR: 50.27
PSNR: 54.90
vch-golden-yellow
vch-silk-blue
vch-ultra-pink
PSNR: 55.77
PSNR: 56.68
PSNR: 47.22