www-ai.cs.tu-dortmund.de/LEHRE/VORLESUNGEN/NLS/WS1415/Literatur/Graphical_Models.pptx
PowerPoint-Präsentation
wet, jam)
)
x1:(red,dry,free)
f(x1)=(1,0,0,0,1,0,1,1,0,0,0,0,0,0,0,0,1,0,0,1,0,0,0)
d = 23
Lights
Rain
Jam
{jam,
free}
{dry, wet}
{red, yellow, green}
image1.png
image2.emf
dCRF = ki ⋅ l i=1
r
∑ ⎡
⎣ ⎢ [...] ⎢
⎤
⎦ ⎥+ ki ⋅ l2
i=1
r
∑ ⎡
⎣ ⎢
⎤
⎦ ⎥+ l
d
CRF
=ki×l
i=1
r
å
é
ë
ê
ù
û
ú
+ki×l
2
i=1
r
å
é
ë
ê
ù
û
ú
+l
oleObject1.bin
image3.emf
p !y | !x( ) = 1 Z(θ, !x)
exp θkφk k ∑ !y, !x( ) ⎛
⎝ ⎜
⎞
⎠ [...] .bin
image4.emf
dMRF = kii=1
n ∑⎡⎣⎢
⎤ ⎦⎥+ ki ⋅ kj(i, j )∈E∑⎡⎣⎢
⎤ ⎦⎥
d
MRF
=k
i
i=1
n
å
é
ë
ê
ù
û
ú
+k
i
×k
j
(i,j)ÎE
å
é
ë
ê
ù
û
ú
image5.emf
µ = 1 N
φ(!xi ) i=1
N
∑
oleObject3.bin
oleObject4 …