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ืกืžืœ OnWorks

mia-mesh-deformable-model - ืžืงื•ื•ืŸ ื‘ืขื ืŸ

ื”ืคืขืœ ืืช mia-mesh-deformable-model ื‘ืกืคืง ืื™ืจื•ื— ื—ื™ื ืžื™ ืฉืœ OnWorks ื‘ืืžืฆืขื•ืช ืื•ื‘ื•ื ื˜ื• ืื•ื ืœื™ื™ืŸ, ืคื“ื•ืจื” ืื•ื ืœื™ื™ืŸ, ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ Windows ืื• ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ MAC OS

ื–ื”ื• ื”ืคืงื•ื“ื” mia-mesh-deformable-model ืฉื ื™ืชืŸ ืœื”ืคืขื™ืœ ื‘ืกืคืง ื”ืื™ืจื•ื— ื”ื—ื™ื ืžื™ ืฉืœ OnWorks ื‘ืืžืฆืขื•ืช ืื—ืช ืžืชื—ื ื•ืช ื”ืขื‘ื•ื“ื” ื”ืžืงื•ื•ื ื•ืช ื”ืžืจื•ื‘ื•ืช ืฉืœื ื•, ื›ื’ื•ืŸ Ubuntu Online, Fedora Online, ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ Windows ืื• ืืžื•ืœื˜ื•ืจ ืžืงื•ื•ืŸ ืฉืœ MAC OS

ืชึธื›ึฐื ึดื™ืช:

ืฉืึตื


mia-mesh-deformable-model - ื”ืชืื ืจืฉืช ื‘ืืžืฆืขื•ืช ื“ื’ื ืฉื ื™ืชืŸ ืœืขื™ื•ื•ืช.

ืชึทืงืฆึดื™ืจ


mia-mesh-deformable-model -i -o -r [ืืคืฉืจื•ื™ื•ืช]

ืชื™ืื•ืจ


mia-mesh-deformable-model ืชื•ื›ื ื™ืช ื–ื• ืžืจื™ืฆื” ืžื•ื“ืœ ืฉื ื™ืชืŸ ืœืขื™ื•ื•ืช ื›ื“ื™ ืœื”ืชืื™ื ืจืฉืช ืœืื™ื–ื•-
ืขืจืš ื‘ืชื•ืš ืชืžื•ื ื” ื ืชื•ื ื”.

ืืคืฉืจื•ื™ื•ืช


ืฉืœื— I / O
-i --in-file=(ืงืœื˜, ื ื“ืจืฉ); io
ืจืฉืช ืงืœื˜ ืœื”ืชืืžื” ืœืกื•ื’ื™ ืงื‘ืฆื™ื ื ืชืžื›ื™ื ืจืื” PLUGINS:mesh/io

-o --out-file=(ืคืœื˜, ื ื“ืจืฉ); io
ืจืฉืช ืคืœื˜ ืฉืขื‘ืจื” ืขื™ื•ื•ืช ืœืกื•ื’ื™ ืงื‘ืฆื™ื ื ืชืžื›ื™ื ืจืื”
ืชื•ืกืคื™ื: mesh/io

-r --ref-file=(ืงืœื˜, ื ื“ืจืฉ); io
ืชืžื•ื ืช ื”ืชื™ื™ื—ืกื•ืช ืœืกื•ื’ื™ ืงื‘ืฆื™ื ื ืชืžื›ื™ื ืจืื” PLUGINS:3dimage/io

ืขึถื–ืจึธื” & ืžื™ื“ืข
-V --verbose=ืื–ื”ืจื”
ืžื™ืœื•ืœื™ื•ืช ืฉืœ ืคืœื˜, ื”ื“ืคืกืช ื”ื•ื“ืขื•ืช ื‘ืจืžื” ื ืชื•ื ื” ื•ื‘ืขื“ื™ืคื•ื™ื•ืช ื’ื‘ื•ื”ื•ืช ื™ื•ืชืจ.
ืกื“ืจื™ ืขื“ื™ืคื•ื™ื•ืช ื ืชืžื›ื™ื ื”ืžืชื—ื™ืœื™ื ื‘ืจืžื” ื”ื ืžื•ื›ื” ื‘ื™ื•ืชืจ ื”ื:
ืžื™ื“ืข - ื”ื•ื“ืขื•ืช ื‘ืจืžื” ื ืžื•ื›ื”
ืœื”ืชื—ืงื•ืช - ืžืขืงื‘ ืื—ืจ ืงืจื™ืืช ืคื•ื ืงืฆื™ื”
ืœื”ื™ื›ืฉืœ - ื“ื™ื•ื•ื— ืขืœ ื›ืฉืœื™ื ื‘ื‘ื“ื™ืงื”
ืื–ื”ืจื” - ืื–ื”ืจื•ืช
ืฉื’ื™ืื” - ื“ื™ื•ื•ื— ืขืœ ืฉื’ื™ืื•ืช
ื‘ืื’ื™ื - ื ื™ืคื•ื™ ื‘ืื’ื™ื ื‘ืคืœื˜
ื”ื•ื“ืขื” - ื”ื•ื“ืขื•ืช ืจื’ื™ืœื•ืช
ืงื˜ืœื ื™ - ื“ื•ื•ื— ืจืง ืขืœ ืฉื’ื™ืื•ืช ืงื˜ืœื ื™ื•ืช

--ื–ื›ื•ื™ื•ืช ื™ื•ืฆืจื™ื
ืœื”ื“ืคื™ืก ืžื™ื“ืข ืขืœ ื–ื›ื•ื™ื•ืช ื™ื•ืฆืจื™ื

-h --ืขื–ืจื”
ืœื”ื“ืคื™ืก ืขื–ืจื” ื–ื•

-? --ื ื•ึนื”ึธื’
ื”ื“ืคืก ืขื–ืจื” ืงืฆืจื”

--ื’ึดืจึฐืกึธื”
ืœื”ื“ืคื™ืก ืืช ืžืกืคืจ ื”ื’ืจืกื” ื•ืœืฆืืช

ืžืกืคืจ ืกื™ืžื•ื›ื™ืŸ ืคืจืžื˜ืจื™ื
--ื”ื—ืœืงื”-ืžืฉืงืœ=0.04; ืœืฆื•ืฃ ืคื ื™ืžื” [0, inf)
ืžืฉืงืœ ื”ื›ื•ื— ื”ืคื ื™ืžื™ ื”ืžืฉืžืฉ ืœื”ื—ืœืงืช ื”ืจืฉืช

--gradient-weight=0.04
ืžืฉืงืœ ื›ื•ื— ื”ืฉื™ืคื•ืข ืžื ื™ืข ืืช ืขื™ื•ื•ืช ื”ืจืฉืช. ื”ืฉืชืžืฉ ื‘ืฉืœื™ืœื”
ืขืจืš ื›ื“ื™ ืœื”ืคื•ืš ืืช ื›ื™ื•ื•ืŸ ื”ื—ื™ืคื•ืฉ. ืžืฉืงืœ ื›ื•ื— ื”ืฉื™ืคื•ืข ืžื ื™ืข ืืช
ื“ืคื•ืจืžืฆื™ื” ืฉืœ ืจืฉืช. ื”ืฉืชืžืฉ ื‘ืขืจืš ืฉืœื™ืœื™ ื›ื“ื™ ืœื”ืคื•ืš ืืช ื›ื™ื•ื•ืŸ ื”ื—ื™ืคื•ืฉ.

--intensity-weight=0.02; ืœืฆื•ืฃ ืคื ื™ืžื” [0, inf)
ืžืฉืงืœ ื”ื›ื•ื— ื”ื ื•ื‘ืข ืžื”ืคืจืฉ ื”ืขื•ืฆืžื” ื‘ืงื•ื“ืงื•ื“
ืžื™ืงื•ื ืžื•ืœ ืขื•ืฆืžืช ื”ื™ื™ื—ื•ืก 'iso'.

---intensity-scaling=1; ืœืฆื•ืฃ ืคื ื™ืžื” (0, ืื™ื ืค)
ืงื ื” ืžื™ื“ื” ืฉืœ ื”ืคืจืฉ ื”ืขื•ืฆืžื” ื”ื’ื•ืœืžื™.

-s --iso=64
ืขืจืš ืื™ื ื˜ื ืกื™ื‘ื™ื•ืช ืฉืื•ืชืจื™ ื”ืจืฉืช ืฆืจื™ื›ื™ื ืœื”ืกืชื’ืœ ืืœื™ื•. ืขืจืš ืื™ื ื˜ื ืกื™ื‘ื™ื•ืช ืืช ื”ืจืฉืช
verices ืฆืจื™ืš ืœื”ืชืื™ื.

ืขื™ื‘ื•ื“ ืžื•ืงื“ื
--image-smoothing=gauss:w=2
ืžืกื ืŸ ืžืจืืฉ ืœื”ื—ืœืงืช ืชืžื•ื ืช ื”ื”ืคื ื™ื”. ืžืกื ืŸ ืžืงื“ื™ื ืœื”ื—ืœืงืช ื”ื”ืคื ื™ื”
ืชืžื•ื ื”. ืขื‘ื•ืจ ืชื•ืกืคื™ื ื ืชืžื›ื™ื ืจืื” PLUGINS:3dimage/filter

ืชื”ืœื™ืš
--ื—ื•ื˜ื™ื=-1
ืžืกืคืจ ืฉืจืฉื•ืจื™ื ืžืงืกื™ืžืœื™ ืœืฉื™ืžื•ืฉ ืœืขื™ื‘ื•ื“, ืžืกืคืจ ื–ื” ืฆืจื™ืš ืœื”ื™ื•ืช ื ืžื•ืš ื™ื•ืชืจ
ืื• ืฉื•ื•ื” ืœืžืกืคืจ ืœื™ื‘ื•ืช ื”ืžืขื‘ื“ ื”ืœื•ื’ื™ื•ืช ื‘ืžื›ื•ื ื”. (-1:
ื”ืขืจื›ื” ืื•ื˜ื•ืžื˜ื™ืช). ื”ืžืกืคืจ ื”ืžืจื‘ื™ ืฉืœ ืฉืจืฉื•ืจื™ื ืœืฉื™ืžื•ืฉ ืœืขื™ื‘ื•ื“, ื–ื”
ื”ืžืกืคืจ ืฆืจื™ืš ืœื”ื™ื•ืช ื ืžื•ืš ืื• ืฉื•ื•ื” ืœืžืกืคืจ ืœื™ื‘ื•ืช ื”ืžืขื‘ื“ ื”ืœื•ื’ื™ื•ืช ื‘
ื”ืžื›ื•ื ื”. (-1: ืื•ืžื“ืŸ ืื•ื˜ื•ืžื˜ื™).

-m --maxiter=200; uint in (0, inf)
ืžืกืคืจ ืžืจื‘ื™ ืฉืœ ืื™ื˜ืจืฆื™ื•ืช.

-e --epsilon=0.001; ืœืฆื•ืฃ ืคื ื™ืžื” (0, ืื™ื ืค)
ืขืฆื•ืจ ืื™ื˜ืจืฆื™ื” ื›ืืฉืจ ื”ื”ื–ื–ื” ื”ืžืงืกื™ืžืœื™ืช ืฉืœ ื”ืงื•ื“ืงื•ื“ื™ื ื™ื•ืจื“ืช ืžืชื—ืช ืœืขืจืš ื–ื”

-- ื›ื™ื•ื•ืŸ ืžื—ื“ืฉ
ื›ื•ื•ืŸ ืžื—ื“ืฉ ืืช ืžืฉื•ืœืฉื™ ื”ืจืฉืช

ืชื•ืกืคื™ื: 1d/Spacialkernel


cdiff ื’ืจืขื™ืŸ ืกื™ื ื•ืŸ ื”ื‘ื“ืœ ืžืจื›ื–ื™, ืชื ืื™ ื’ื‘ื•ืœ ืžืจืื” ืžืฉืžืฉื™ื.

(ืœืœื ืคืจืžื˜ืจื™ื)

ื’ืื•ืก ืœื™ื‘ืช ืžืกื ืŸ ื’ืื•ืก ืžืจื—ื‘ื™ืช, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

w = 1; uint in [0, inf)
ื—ืฆื™ ืจื•ื—ื‘ ืžืกื ืŸ.

ืชื•ืกืคื™ื: 1d/splinebc


ืจืื™ ืชื ืื™ ื’ื‘ื•ืœ ืฉืœ ืื™ื ื˜ืจืคื•ืœืฆื™ื” ืฉืœ ืกืคืœื™ื™ืŸ ื”ืžืฉืงืคื™ื ืขืœ ื”ื’ื‘ื•ืœ

(ืœืœื ืคืจืžื˜ืจื™ื)

ืœื—ื–ื•ืจ ืขืœ ืชื ืื™ ื’ื‘ื•ืœ ืฉืœ ืื™ื ื˜ืจืคื•ืœืฆื™ื” ืฉืœ ืกืคืœื™ื™ืŸ ื”ื—ื•ื–ืจ ืขืœ ื”ืขืจืš ื‘ื’ื‘ื•ืœ

(ืœืœื ืคืจืžื˜ืจื™ื)

ืืคืก ืชื ืื™ ื’ื‘ื•ืœ ืฉืœ ืื™ื ื˜ืจืคื•ืœืฆื™ื” ืฉืœ ืกืคืœื™ื™ืŸ ื”ืžื ื™ื—ื™ื ืืคืก ืขื‘ื•ืจ ืขืจื›ื™ื ื‘ื—ื•ืฅ

(ืœืœื ืคืจืžื˜ืจื™ื)

ืชื•ืกืคื™ื: 1d/splinekernel


bspline ื™ืฆื™ืจืช ืœื™ื‘ืช B-spline , ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

d = 3; int ื‘ [0, 5]
ืชื•ืืจ ืกืคืœื™ื™ืŸ.

omoms ื™ืฆื™ืจืช ืœื™ื‘ืช OMoms-spline, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

d = 3; int ื‘ [3, 3]
ืชื•ืืจ ืกืคืœื™ื™ืŸ.

ืชื•ืกืคื™ื: ืชืžื•ื ื”/ืงื•ืžื‘ื™ื ืจ ืชืœืช ืžื™ืžื“


absdiff ืžืฉืœื‘ ืชืžื•ื ื” 'absdiff'

(ืœืœื ืคืจืžื˜ืจื™ื)

ืœื”ื•ืกื™ืฃ ืžืฉืœื‘ ืชืžื•ื ื•ืช 'ื”ื•ืกืฃ'

(ืœืœื ืคืจืžื˜ืจื™ื)

div ืžืฉืœื‘ ืชืžื•ื ื” 'div'

(ืœืœื ืคืจืžื˜ืจื™ื)

ืžื•ืœ ืžืฉืœื‘ ืชืžื•ื ื” 'mul'

(ืœืœื ืคืจืžื˜ืจื™ื)

ืœื”ืœืŸ ืžืฉืœื‘ ืชืžื•ื ื” 'ืชืช'

(ืœืœื ืคืจืžื˜ืจื™ื)

ืชื•ืกืคื™ื: ืชืžื•ื ื”/ืคื™ืœื˜ืจ ืชืœืช ืžื™ืžื“


ืžืขื‘ืจ ืคืก ืžืกื ืŸ ืคืก ืคืก ืขื•ืฆืžื”, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืžืงืกื™ืžื•ื = 3.40282e+38; ืœึธืฆื•ึผืฃ
ืžืงืกื™ืžื•ื ืฉืœ ื”ืœื”ืงื”.

ื“ืงื•ืช = 0; ืœึธืฆื•ึผืฃ
ืžื™ื ื™ืžื•ื ืฉืœ ื”ืœื”ืงื”.

ื‘ื™ื ืืจื™ื–ื” ืžืกื ืŸ ืชืžื•ื ื” ื‘ื™ื ืืจื™ื–ื”, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืžืงืกื™ืžื•ื = 3.40282e+38; ืœึธืฆื•ึผืฃ
ืžืงืกื™ืžื•ื ื˜ื•ื•ื— ืžืงื•ื‘ืœ.

ื“ืงื•ืช = 0; ืœึธืฆื•ึผืฃ
ืžื™ื ื™ืžื•ื ืฉืœ ื˜ื•ื•ื— ืžืงื•ื‘ืœ.

close ืคืจืžื˜ืจื™ื ื ืชืžื›ื™ื ืงืจื•ื‘ื™ื ืžื•ืจืคื•ืœื•ื’ื™ื™ื ื”ื:

ืœืจืžื•ื– = ืฉื—ื•ืจ; ื—ื•ึผื˜
ืจืžื– ืœืชื•ื›ืŸ ื”ืชืžื•ื ื” ื”ืจืืฉื™ (ืฉื—ื•ืจ|ืœื‘ืŸ).

ืœืขืฆื‘ = [ื›ื“ื•ืจ:r=2]; ื‘ื™ืช ื—ืจื•ืฉืช
ืืœืžื ื˜ ืžื‘ื ื™. ืœืชื•ืกืคื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื” PLUGINS:3dimage/shape

ืžืฉืœื‘ ืฉืœื‘ ืฉืชื™ ืชืžื•ื ื•ืช ืขื ืื•ืคืจื˜ื•ืจ ื”ืžืฉืœื‘ ื”ื ืชื•ืŸ. ืื 'ื”ืคื•ืš' ืžื•ื’ื“ืจ ืœ
false, ื”ืื•ืคืจื˜ื•ืจ ื”ืจืืฉื•ืŸ ื”ื•ื ื”ืชืžื•ื ื” ื”ืžื•ืขื‘ืจืช ื“ืจืš ืฆื™ื ื•ืจ ื”ืžืกื ืŸ, ื•
ื”ืชืžื•ื ื” ื”ืฉื ื™ื™ื” ื ื˜ืขื ืช ืžื”ืงื•ื‘ืฅ ืฉื ื™ืชืŸ ืขื ื”ืคืจืžื˜ืจ 'image' the
ื‘ืจื’ืข ืฉื”ืžืกื ืŸ ืžื•ืคืขืœ, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืชืžื•ื ื” =(ืงืœื˜, ื ื“ืจืฉ, ืžื—ืจื•ื–ืช)
ืชืžื•ื ื” ืฉื ื™ื” ื”ื“ืจื•ืฉื” ื‘ืฉื™ืœื•ื‘.

op =(ื ื“ืจืฉ, ืžืคืขืœ)
ืžืฉืœื‘ ืชืžื•ื ื•ืช ืœื™ื™ืฉื•ื ืขืœ ื”ืชืžื•ื ื•ืช. ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื”
ืชื•ืกืคื™ื: 3dimage/combiner

ืœื”ืคื•ืš = 0; bool
ื”ืคื•ืš ืืช ื”ืกื“ืจ ืฉื‘ื• ื”ืชืžื•ื ื•ืช ืขื‘ืจื• ืœืžืฉืœื‘.

ืœื”ืžื™ืจ ืžืกื ืŸ ื”ืžืจืช ืคื•ืจืžื˜ ืคื™ืงืกืœื™ื ืฉืœ ืชืžื•ื ื”, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

a = 1; ืœึธืฆื•ึผืฃ
ืคืจืžื˜ืจ ื”ืžืจื” ืœื™ื ื™ืืจื™ ื.

b = 0; ืœึธืฆื•ึผืฃ
ืคืจืžื˜ืจ ื”ืžืจื” ืœื™ื ื™ืืจื™ ื‘.

ืžึทืคึผึธื” = opt; ื›ืชื™ื‘
ืžื™ืคื•ื™ ื”ืžืจื•ืช. ื”ืขืจื›ื™ื ื”ื ืชืžื›ื™ื ื”ื:
ืœึดื‘ื—ื•ึนืจ - ืœื™ื™ืฉื ื˜ืจื ืกืคื•ืจืžืฆื™ื” ืœื™ื ื™ืืจื™ืช ื”ืžืžืคื” ืืช ื˜ื•ื•ื— ื”ืงืœื˜ ื”ืืžื™ืชื™ ืœ
ื˜ื•ื•ื— ื”ืคืœื˜ ื”ืžืœื
ืจื›ืก - ื”ื—ืœ ื˜ืจื ืกืคื•ืจืžืฆื™ื” ืœื™ื ื™ืืจื™ืช ื”ืžืžืคื” ืืช ืกื•ื’ ื ืชื•ื ื™ ื”ืงืœื˜
ื˜ื•ื•ื— ืœื˜ื•ื•ื— ืกื•ื’ ื ืชื•ื ื™ ื”ืคืœื˜
ื”ืขืชืง - ื”ืขืชืง ื ืชื•ื ื™ื ื‘ืขืช ื”ื”ืžืจื”
ืงื•ื•ื™ื - ื”ื—ืœ ื˜ืจื ืกืคื•ืจืžืฆื™ื” ืœื™ื ืืจื™ืช x -> a*x+b
optstat - ืœื™ื™ืฉื ื˜ืจื ืกืคื•ืจืžืฆื™ื” ืœื™ื ื™ืืจื™ืช ื”ืžืžืคื” ืขืœ ืกืžืš ืžืžื•ืฆืข ืงืœื˜ ื•
ื•ืจื™ืืฆื™ื” ืœื˜ื•ื•ื— ื”ืคืœื˜ ื”ืžืœื

repn = ubyte; ื›ืชื™ื‘
ืกื•ื’ ืคื™ืงืกืœ ืคืœื˜. ื”ืขืจื›ื™ื ื”ื ืชืžื›ื™ื ื”ื:
ืืฃ ืœื ืื—ื“ - ืœื ื”ื•ื’ื“ืจ ืกื•ื’ ืคื™ืงืกืœ
ืœืฆื•ืฃ - ื ืงื•ื“ื” ืฆืคื” 32 ืกื™ื‘ื™ื•ืช
sbyte - ื—ืชื•ื 8 ื‘ื™ื˜
ืื•ืœื•ื ื’ - 64 ื‘ื™ื˜ ืœื ื—ืชื•ื
ืœึฐื”ึทื›ืคึผึดื™ืœ - ื ืงื•ื“ื” ืฆืคื” 64 ืกื™ื‘ื™ื•ืช
ืกื™ื ื˜ - ื—ืชื•ื 32 ื‘ื™ื˜
ushort - 16 ื‘ื™ื˜ ืœื ื—ืชื•ื
ืงืฆืจ - ื—ืชื•ื 16 ื‘ื™ื˜
uint - 32 ื‘ื™ื˜ ืœื ื—ืชื•ื
ืืจื•ืš - ื—ืชื•ื 64 ื‘ื™ื˜
ืงืฆืช - ื ืชื•ื ื™ื ื‘ื™ื ืืจื™ื™ื
ubyte - 8 ื‘ื™ื˜ ืœื ื—ืชื•ื

ื™ื‘ื•ืœ ื—ืชื•ืš ืื–ื•ืจ ื‘ืชืžื•ื ื”, ื”ืื–ื•ืจ ืชืžื™ื“ ืฆืžื•ื“ ืœืชืžื•ื ื” ื”ืžืงื•ืจื™ืช
ื’ื•ื“ืœ ื‘ืžื•ื‘ืŸ ืฉื”ื˜ื•ื•ื— ื”ื ืชื•ืŸ ื ืฉืžืจ., ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืกื•ืฃ = [[4294967295,4294967295,4294967295]]; ื ื™ืชืŸ ืœื”ื–ืจื™ื
ืกื•ืฃ ื˜ื•ื•ื— ื—ื™ืชื•ืš, ืžืงืกื™ืžื•ื = (-1,-1,-1).

ื”ืชื—ืœื” = [[0,0,0]]; ื ื™ืชืŸ ืœื”ื–ืจื™ื
ืชื—ื™ืœืช ื˜ื•ื•ื— ื”ื—ื™ืชื•ืš.

ืžืชืจื—ื‘ืช ืžืกื ืŸ ื”ืจื—ื‘ืช ืขืจื™ืžืช ืชืžื•ื ื” ืชืœืช ืžื™ืžื“ื™ืช, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืœืจืžื•ื– = ืฉื—ื•ืจ; ื—ื•ึผื˜
ืจืžื– ืœืชื•ื›ืŸ ื”ืชืžื•ื ื” ื”ืจืืฉื™ (ืฉื—ื•ืจ|ืœื‘ืŸ).

ืœืขืฆื‘ = [ื›ื“ื•ืจ:r=2]; ื‘ื™ืช ื—ืจื•ืฉืช
ืืœืžื ื˜ ืžื‘ื ื™. ืœืชื•ืกืคื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื” PLUGINS:3dimage/shape

ืžืจื—ืง ื”ืขืจืš ืืช ื”ืชืžืจืช ื”ืžืจื—ืง ื”ืชืœืช-ืžืžื“ื™ืช ืฉืœ ืชืžื•ื ื”. ืื ื”ืชืžื•ื ื” ื”ื™ื ืžืกื›ื” ื‘ื™ื ืืจื™ืช,
ืื– ืชื•ืฆืืช ื”ืชืžืจืช ื”ืžืจื—ืง ื‘ื›ืœ ื ืงื•ื“ื” ืžืชืื™ืžื” ืœืื•ืงืœื™ื“ื™ืื ื™ืช
ืžืจื—ืง ืœืžืกื›ื”. ืื ืชืžื•ื ืช ื”ืงืœื˜ ื”ื™ื ื‘ืขืœืช ืขืจืš ืคื™ืงืกืœ ืกืงืœืืจื™, ืื–ื™
ืกืงืœืืจ ื–ื” ืžืชืคืจืฉ ื›-highfield ื•ื”ืขืจืš ืœื›ืœ ืคื™ืงืกืœ ืžื•ืกื™ืฃ ืœ-
ืžืจื—ืง.

(ืœืœื ืคืจืžื˜ืจื™ื)

ื™ืจื™ื“ื” ื‘ืงื ื” ื”ืžื™ื“ื” ื”ืงื˜ื ืช ืงื ื” ื”ืžื™ื“ื” ืฉืœ ืชืžื•ื ืช ื”ืงืœื˜ ื‘ืืžืฆืขื•ืช ื’ื•ื“ืœ ื‘ืœื•ืง ื ืชื•ืŸ ื›ื“ื™ ืœื”ื’ื“ื™ืจ ืืช ืงื ื” ื”ืžื™ื“ื”
ื’ื•ืจื. ืœืคื ื™ ืงื ื” ื”ืžื™ื“ื” ื”ืชืžื•ื ื” ืžืกื•ื ื ืช ืขืœ ื™ื“ื™ ืคื™ืœื˜ืจ ื”ื—ืœืงื” ืœ
ื”ืกืจ ื ืชื•ื ื™ื ื‘ืชื“ื™ืจื•ืช ื’ื‘ื•ื”ื” ื•ื”ื™ืžื ืข ืžื—ืคืฆื™ ื›ื™ื ื•ื™., ื ืชืžืš
ื”ืคืจืžื˜ืจื™ื ื”ื:

b = [[1,1,1]]; 3dbounds
ื’ื•ื“ืœ ื‘ืœื•ืง.

bx = 1; uint in [1, inf)
blocksize ื‘ื›ื™ื•ื•ืŸ x.

by = 1; uint in [1, inf)
blocksize ื‘ื›ื™ื•ื•ืŸ y.

bz = 1; uint in [1, inf)
blocksize ื‘ื›ื™ื•ื•ืŸ z.

ื’ืจืขื™ืŸ = ื’ืื•ืก; ื—ื•ึผื˜
ื”ื—ืœืงืช ื’ืจืขื™ืŸ ืžืกื ืŸ ืฉื™ืฉ ืœื™ื™ืฉื, ื’ื•ื“ืœ ื”ืžืกื ืŸ ืžื•ืขืจืš
ืžื‘ื•ืกืก ืขืœ ื’ื•ื“ืœ ื”ื‘ืœื•ืง..

ืœืฉื—ื•ืง ืžืกื ืŸ ืฉื—ื™ืงืช ืชืžื•ื ื•ืช ืชืœืช ืžื™ืžื“, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืœืจืžื•ื– = ืฉื—ื•ืจ; ื—ื•ึผื˜
ืจืžื– ืœืชื•ื›ืŸ ื”ืชืžื•ื ื” ื”ืจืืฉื™ (ืฉื—ื•ืจ|ืœื‘ืŸ).

ืœืขืฆื‘ = [ื›ื“ื•ืจ:r=2]; ื‘ื™ืช ื—ืจื•ืฉืช
ืืœืžื ื˜ ืžื‘ื ื™. ืœืชื•ืกืคื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื” PLUGINS:3dimage/shape

ื’ืื•ืก ืžืกื ืŸ ื’ืื•ืก ืชืœืช ืžื™ืžื“ื™ ืื™ื–ื•ื˜ืจื•ืคื™, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

w = 1; int ื‘-[0, inf)
ืคืจืžื˜ืจ ืจื•ื—ื‘ ืžืกื ืŸ.

gradnorm ืžืกื ืŸ ื ื•ืจืžื” ืฉืœ ืชืžื•ื ื” ืชืœืช ืžื™ืžื“ื™ืช ืœืฉื™ืคื•ืข

(ืœืœื ืคืจืžื˜ืจื™ื)

ืžืกื›ืช ื’ื™ื“ื•ืœ ื”ืฉืชืžืฉ ื‘ืžืกื›ืช ืงืœื˜ ื‘ื™ื ืืจื™ืช ื•ืชืžื•ื ืช ื”ืชื™ื™ื—ืกื•ืช ื‘ืงื ื” ืžื™ื“ื” ืืคื•ืจ ื›ื“ื™ ืœื‘ืฆืข ื’ื™ื“ื•ืœ ืื–ื•ืจ
ืขืœ ื™ื“ื™ ื”ื•ืกืคืช ื”ืคื™ืงืกืœื™ื ื”ืฉื›ื•ื ืชื™ื™ื ืฉืœ ืคื™ืงืกืœ ืฉื›ื‘ืจ ื ื•ืกืฃ ืื ื™ืฉ ืœื”ื ื ืžื•ืš ื™ื•ืชืจ
ืขื•ืฆืžื” ืฉื”ื™ื ืžืขืœ ื”ืกืฃ ื”ื ืชื•ืŸ, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ื“ืงื•ืช = 1; ืœึธืฆื•ึผืฃ
ืกืฃ ืชื—ืชื•ืŸ ืœื’ื“ื™ืœืช ื”ืžืกื›ื”.

ื "ืฆ =(ืงืœื˜, ื ื“ืจืฉ, ืžื—ืจื•ื–ืช)
ืชืžื•ื ืช ื”ืชื™ื™ื—ืกื•ืช ืœืื–ื•ืจ ื”ืžืกื›ื” ื”ื’ื“ืœ.

ืœืขืฆื‘ = 6n; ื‘ื™ืช ื—ืจื•ืฉืช
ืžืกื›ื” ืฉื›ื•ื ืชื™ืช. ืœืชื•ืกืคื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื” PLUGINS:3dimage/shape

ื”ืคื•ืš ืžืกื ืŸ ื”ืคื•ืš ื‘ืขื•ืฆืžื”

(ืœืœื ืคืจืžื˜ืจื™ื)

ืื™ื–ื•ื‘ื•ืงืกืœ ืžืกื ืŸ ื–ื” ืžืฉื ื” ืืช ืงื ื” ื”ืžื™ื“ื” ืฉืœ ืชืžื•ื ื” ื›ื“ื™ ืœื”ืคื•ืš ืืช ื’ื•ื“ืœ ื”ื•ื•ืงืกืœ ืœืื™ื–ื•ืžื˜ืจื™ ื•ืœื’ื•ื“ืœ ืฉืœื•
ืชื•ืืžื™ื ืœืขืจืš ื”ื ืชื•ืŸ, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

interp = [bspline:d=3]; ื‘ื™ืช ื—ืจื•ืฉืช
ืœื™ื‘ืช ืื™ื ื˜ืจืคื•ืœืฆื™ื” ืœืฉื™ืžื•ืฉ. ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื”
PLUGINS:1d/splinekernel

ื’ื•ื“ืœ = 1; ืœืฆื•ืฃ ืคื ื™ืžื” (0, ืื™ื ืค)
ื’ื•ื“ืœ ื•ื•ืงืกืœ ื™ืขื“ ืื™ื–ื•ืžื˜ืจื™.

kmeans ืชืžื•ื ื” ืชืœืช ืžื™ืžื“ื™ืช k-means ืคื™ืœื˜ืจ. ื‘ืชืžื•ื ืช ื”ืคืœื˜ ืขืจืš ื”ืคื™ืงืกืœ ืžื™ื™ืฆื’ ืืช
ื—ื‘ืจื•ืช ื‘ื›ื™ืชื” ื•ืžืจื›ื–ื™ ื”ื›ื™ืชื” ืžืื•ื—ืกื ื™ื ื›ืชื›ื•ื ื” ื‘ืชืžื•ื ื”.,
ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

c = 3; int ื‘-[2, inf)
ืžืกืคืจ ื›ื™ืชื•ืช.

ืชื•ื•ื™ืช ืžืกื ืŸ ืœืชื™ื•ื’ ื”ืจื›ื™ื‘ื™ื ื”ืžื—ื•ื‘ืจื™ื ืฉืœ ืชืžื•ื ื” ื‘ื™ื ืืจื™ืช., ื ืชืžืš
ื”ืคืจืžื˜ืจื™ื ื”ื:

n = 6n; ื‘ื™ืช ื—ืจื•ืฉืช
ืžืกื›ื” ืฉื›ื•ื ืชื™ืช. ืœืชื•ืกืคื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื” PLUGINS:3dimage/shape

ืžืคืช ืชื•ื•ื™ืช ืžืกื ืŸ ืชืžื•ื ื•ืช ืœืžื™ืคื•ื™ ืžื—ื“ืฉ ืฉืœ ืžื–ื”ื™ ื”ืชื•ื•ื™ืช. ื—ืœ ืจืง ืขืœ ืชืžื•ื ื•ืช ืขื ืขืจืš ืฉืœื
ืขื•ืฆืžื•ืช/ืชื•ื•ื™ื•ืช., ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืžึทืคึผึธื” =(ืงืœื˜, ื ื“ืจืฉ, ืžื—ืจื•ื–ืช)
ืงื•ื‘ืฅ ืžื™ืคื•ื™ ืชื•ื•ื™ืช.

ืกื•ืœื ืชื•ื•ื™ืช
ืžืกื ืŸ ืฉื™ื•ืฆืจ ืจืง ื•ื•ืงืกืœื™ ืคืœื˜ ืฉื›ื‘ืจ ื ื•ืฆืจื• ื‘ืงืœื˜
ืชืžื•ื ื”. ืงื ื” ื”ืžื™ื“ื” ื ืขืฉื” ืขืœ ื™ื“ื™ ืฉื™ืžื•ืฉ ื‘ืืœื’ื•ืจื™ืชืžื™ ื”ืฆื‘ืขื” ื”ื‘ื•ื—ืจ ืืช ื”ื™ืขื“
ืขืจืš ื”ืคื™ืงืกืœื™ื ืžื‘ื•ืกืก ืขืœ ืกืคื™ืจืช ื”ืคื™ืงืกืœื™ื ื”ื’ื‘ื•ื”ื” ื‘ื™ื•ืชืจ ืฉืœ ืชื•ื•ื™ืช ืžืกื•ื™ืžืช ื‘-
ืื–ื•ืจ ื”ืžืงื•ืจ ื”ืžืชืื™ื. ืื ื”ืื–ื•ืจ ื›ื•ืœืœ ืฉืชื™ ืชื•ื•ื™ื•ืช ืขื ืื•ืชื• ื”ื“ื‘ืจ
count, ื–ื” ืขื ื”ืžืกืคืจ ื”ื ืžื•ืš ืžื ืฆื—., ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ื‘ื’ื•ื“ืœ ื’ื“ื•ืœ =(ื—ื•ื‘ื”, 3dbounds)
ื’ื•ื“ืœ ื”ืžื˜ืจื” ื ืชื•ืŸ ื›ืฉื ื™ ืขืจื›ื™ื ืžื•ืคืจื“ื™ื ื‘ืชืจื“ืžืช.

ืœึดื˜ืขื•ึนืŸ ื˜ืขืŸ ืืช ืชืžื•ื ืช ื”ืงืœื˜ ืžืงื•ื‘ืฅ ื•ื”ืฉืชืžืฉ ื‘ื” ื›ื“ื™ ืœื”ื—ืœื™ืฃ ืืช ื”ืชืžื•ื ื” ื”ื ื•ื›ื—ื™ืช ื‘-
ืฆื™ื ื•ืจ., ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืคื™ืœื” =(ืงืœื˜, ื ื“ืจืฉ, ืžื—ืจื•ื–ืช)
ืฉื ืงื•ื‘ืฅ ื”ืงืœื˜ ืžืžื ื• ื™ืฉ ืœื˜ืขื•ืŸ..

lvdownscale
ื–ื”ื• ืžืกื ืŸ ืœื”ื•ืจื“ืช ืงื ื” ื”ืžื™ื“ื” ืฉืœ ืชื•ื•ื™ืช. ื–ื” ืžืงื˜ื™ืŸ ืชืžื•ื ื” ืชืœืช ืžื™ืžื“ื™ืช ืœืคื™ ื‘ืœื•ืงื™ื.
ืขื‘ื•ืจ ื›ืœ ื‘ืœื•ืง ื”ืชื•ื•ื™ืช (ืฉืื™ื ื” ืืคืก) ืฉืžื•ืคื™ืขื” ืจื•ื‘ ื”ืคืขืžื™ื ื‘ื‘ืœื•ืง ื”ื™ื
ืžื•ืคืง ื›ืคื™ืงืกืœ ืคืœื˜ ื‘ืชืžื•ื ืช ื”ื™ืขื“. ืื ืฉืชื™ ืชื•ื•ื™ื•ืช ืžื•ืคื™ืขื•ืช ื‘ืื•ืชื• ืžืกืคืจ
ืฉืœ ืคืขืžื™ื, ื–ื” ืขื ื”ืขืจืš ื”ืžื•ื—ืœื˜ ื”ื ืžื•ืš ืžื ืฆื—., ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

b = [[1,1,1]]; 3dbounds
ื’ื•ื“ืœ ื‘ืœื•ืง ืœื”ืงื˜ื ืช ืงื ื” ื”ืžื™ื“ื”. ื›ืœ ื‘ืœื•ืง ื™ื•ืฆื’ ืขืœ ื™ื“ื™ ืคื™ืงืกืœ ืื—ื“
ื‘ืชืžื•ื ืช ื”ืžื˜ืจื”..

ืžืกื›ื” ืžืกื›ื” ืชืžื•ื ื”, ืชืžื•ื ื” ืื—ืช ื ืœืงื—ืช ืžืจืฉื™ืžืช ื”ืคืจืžื˜ืจื™ื ื•ื”ืฉื ื™ื™ื” ืžืžื ื”
ืงืœื˜ ื”ืžืกื ืŸ ื”ืจื’ื™ืœ. ืฉืชื™ ื”ืชืžื•ื ื•ืช ื—ื™ื™ื‘ื•ืช ืœื”ื™ื•ืช ื‘ืื•ืชื ืžื™ื“ื•ืช ื•ืื—ืช ื—ื™ื™ื‘ืช
ืœื”ื™ื•ืช ื‘ื™ื ืืจื™. ื”ืชื›ื•ื ื•ืช ืฉืœ ื”ืชืžื•ื ื” ื”ืžื’ื™ืขื•ืช ื“ืจืš ืฆื™ื ื•ืจ ื”ืžืกื ืŸ ื”ืŸ
ื”ืฉืชืžืจ. ืกื•ื’ ืคื™ืงืกืœ ื”ืคืœื˜ ืžืชืื™ื ืœืชืžื•ื ืช ื”ืงืœื˜ ืฉืื™ื ื”
ื‘ื™ื ืืจื™., ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืงืœื˜ =(ืงืœื˜, ื ื“ืจืฉ, ืžื—ืจื•ื–ืช)
ืฉื ืงื•ื‘ืฅ ืชืžื•ื ืช ื”ืงืœื˜ ื”ืฉื ื™.

ืื•ืžืจ ืžืกื ืŸ ืชืžื•ื ืช ืชืœืช ืžื™ืžื“, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

w = 1; int ื‘-[1, inf)
ื—ืฆื™ ืจื•ื—ื‘ ืžืกื ืŸ.

ื—ืฆื™ื•ืŸ ืžืกื ืŸ ืชืœืช ืžื™ืžื“ื™ ื—ืฆื™ื•ื ื™, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

w = 1; int ื‘-[1, inf)
ืคืจืžื˜ืจ ืจื•ื—ื‘ ืžืกื ืŸ.

ืž"ืœ ืžืกื ืŸ ืชืžื•ื ื” ืชืœืช-ืžืžื“ ืžืžื•ืฆืข ืฉืœ ื”ืฉื•ื ื•ืช ื”ื›ื™ ืงื˜ื ื”, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

w = 1; int ื‘-[1, inf)
ืคืจืžื˜ืจ ืจื•ื—ื‘ ืžืกื ืŸ.

msnormalizer
ืžืกื ืŸ ื ื•ืจืžืœื™ื–ืฆื™ื” ืฉืœ ืชืžื•ื ืช ืชืœืช ืžื™ืžื“ ืžืžื•ืฆืขืช-ืกื™ื’ืžื”, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

w = 1; int ื‘-[1, inf)
ื—ืฆื™ ืจื•ื—ื‘ ืžืกื ืŸ.

ืœืคืชื•ื— ืคืจืžื˜ืจื™ื ืžื•ืจืคื•ืœื•ื’ื™ื™ื ืคืชื•ื—ื™ื ื•ื ืชืžื›ื™ื ื”ื:

ืœืจืžื•ื– = ืฉื—ื•ืจ; ื—ื•ึผื˜
ืจืžื– ืœืชื•ื›ืŸ ื”ืชืžื•ื ื” ื”ืจืืฉื™ (ืฉื—ื•ืจ|ืœื‘ืŸ).

ืœืขืฆื‘ = [ื›ื“ื•ืจ:r=2]; ื‘ื™ืช ื—ืจื•ืฉืช
ืืœืžื ื˜ ืžื‘ื ื™. ืœืชื•ืกืคื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื” PLUGINS:3dimage/shape

ื›ื™ื•ื•ืŸ ืžื—ื“ืฉ ืžืกื ืŸ ืœื›ื™ื•ื•ืŸ ืžื—ื“ืฉ ืฉืœ ืชืžื•ื ื” ื‘ืชืœืช ืžื™ืžื“, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืžึทืคึผึธื” = xyz; ื›ืชื™ื‘
ืžื™ืคื•ื™ ื›ื™ื•ื•ืŸ ืœื™ื™ืฉื•ื. ื”ืขืจื›ื™ื ื”ื ืชืžื›ื™ื ื”ื:
p-zxy - ืœื”ืžื™ืจ x->y->z->x
r-x180 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ ื”-X ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 180 ืžืขืœื•ืช
xyz - ืœืฉืžื•ืจ ืขืœ ื”ืชืžืฆืื•ืช
p-yzx - ืœื”ืžื™ืจ x->z->y->x
r-z180 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ Z ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 180 ืžืขืœื•ืช
r-y270 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ ื”-y ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 270 ืžืขืœื•ืช
f-xz - ื”ืคื•ืš xz
f-yz - ื”ืคื•ืš yz
r-x90 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ ื”-X ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 90 ืžืขืœื•ืช
r-y90 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ ื”-y ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 90 ืžืขืœื•ืช
r-x270 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ ื”-X ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 270 ืžืขืœื•ืช
r-z270 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ Z ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 270 ืžืขืœื•ืช
r-z90 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ Z ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 90 ืžืขืœื•ืช
f-xy - ื”ืคื•ืš xy
r-y180 - ืกื•ื‘ื‘ ืกื‘ื™ื‘ ืฆื™ืจ ื”-y ื‘ื›ื™ื•ื•ืŸ ื”ืฉืขื•ืŸ 180 ืžืขืœื•ืช

ืœืฉื ื•ืช ืืช ื”ื’ื•ื“ืœ ืฉื ื” ื’ื•ื“ืœ ืชืžื•ื ื”. ื”ื ืชื•ื ื™ื ื”ืžืงื•ืจื™ื™ื ืžืจื•ื›ื–ื™ื ื‘ืชื•ืš ื”ืชืžื•ื ื” ื‘ื’ื•ื“ืœ ื”ื—ื“ืฉ.,
ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ื’ื•ื“ืœ = [[0,0,0]]; ื ื™ืชืŸ ืœื”ื–ืจื™ื
ื’ื•ื“ืœ ื—ื“ืฉ ืฉืœ ื”ืชืžื•ื ื” ืฉื’ื•ื“ืœ 0 ืžืฆื™ื™ืŸ ื›ื“ื™ ืœืฉืžื•ืจ ืืช ื”ื’ื•ื“ืœ ืขื‘ื•ืจ
ืžื™ืžื“ ืžืชืื™ื..

ื—ื•ืœ ืžืกื ืŸ ืžืœื— ื•ืคืœืคืœ ืชืœืช ืžื™ืžื“ื™, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืœึธื“ื•ึผืฉื = 100; ืœืฆื•ืฃ ืคื ื™ืžื” [0, inf)
ืขืจืš ืกืฃ.

w = 1; int ื‘-[1, inf)
ืคืจืžื˜ืจ ืจื•ื—ื‘ ืžืกื ืŸ.

ืกื•ืœื ืžืกื ืŸ ืชืžื•ื ื” ืชืœืช ืžื™ืžื“ ืฉืžืชืื™ื ืœื’ื•ื“ืœ ื™ืขื“ ื ืชื•ืŸ , ืคืจืžื˜ืจื™ื ื ืชืžื›ื™ื ื”ื:

interp = [bspline:d=3]; ื‘ื™ืช ื—ืจื•ืฉืช
ืœื™ื‘ืช ืื™ื ื˜ืจืคื•ืœืฆื™ื” ืœืฉื™ืžื•ืฉ. ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื”
PLUGINS:1d/splinekernel

s = [[0,0,0]]; 3dbounds
ื’ื•ื“ืœ ื™ืขื“ ื›ื“ื™ ืœื”ื’ื“ื™ืจ ืืช ื›ืœ ื”ืจื›ื™ื‘ื™ื ื‘ื‘ืช ืื—ืช (ืจื›ื™ื‘ 0: ื”ืฉืชืžืฉ ื‘ืชืžื•ื ืช ืงืœื˜
ื’ื•ื“ืœ).

sx = 0; uint in [0, inf)
ื’ื•ื“ืœ ื™ืขื“ ื‘ื›ื™ื•ื•ืŸ x (0: ื”ืฉืชืžืฉ ื‘ื’ื•ื“ืœ ืชืžื•ื ืช ืงืœื˜).

sy = 0; uint in [0, inf)
ื’ื•ื“ืœ ื™ืขื“ ื‘ื›ื™ื•ื•ืŸ y (0: ื”ืฉืชืžืฉ ื‘ื’ื•ื“ืœ ืชืžื•ื ืช ืงืœื˜).

sz = 0; uint in [0, inf)
ื’ื•ื“ืœ ื™ืขื“ ื‘ื›ื™ื•ื•ืŸ y (0: ื”ืฉืชืžืฉ ื‘ื’ื•ื“ืœ ืชืžื•ื ืช ืงืœื˜).

selectbig ืžืกื ืŸ ืฉื™ื•ืฆืจ ืžืกื›ื” ื‘ื™ื ืืจื™ืช ื”ืžื™ื™ืฆื’ืช ืืช ื”ืขื•ืฆืžื” ื”ื’ื‘ื•ื”ื” ื‘ื™ื•ืชืจ
ืกืคื™ืจืช ืคื™ืงืกืœื™ื. ื™ืชืขืœื ืžืขืจืš ื”ืคื™ืงืกืœื™ื 0, ื•ืื ืœืฉืชื™ ืขื•ืฆืžื•ืช ื™ืฉ ืืช
ืื•ืชื” ืกืคื™ืจืช ืคื™ืงืกืœื™ื, ืื– ื”ืชื•ืฆืื” ืื™ื ื” ืžื•ื’ื“ืจืช. ืœืคื™ืงืกืœ ื”ืงืœื˜ ื—ื™ื™ื‘ ืœื”ื™ื•ืช
ืกื•ื’ ืคื™ืงืกืœ ืื™ื ื˜ื’ืจืœื™.

(ืœืœื ืคืจืžื˜ืจื™ื)

sepconv ืขื•ืฆืžืช ืชืžื•ื ื” ืชืœืช-ืžืžื“ื™ืช ืžืกื ืŸ ืคื™ืชื•ืœ ื ืคืจื“, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

kx = [gauss:w=1]; ื‘ื™ืช ื—ืจื•ืฉืช
ืœืกื ืŸ ื’ืจืขื™ืŸ ื‘ื›ื™ื•ื•ืŸ x. ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื”
ืชื•ืกืคื™ื:1d/ืกืคืฆื™ืืœkernel

ky = [gauss:w=1]; ื‘ื™ืช ื—ืจื•ืฉืช
ืœืกื ืŸ ื’ืจืขื™ืŸ ื‘ื›ื™ื•ื•ืŸ y. ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื”
ืชื•ืกืคื™ื:1d/ืกืคืฆื™ืืœkernel

kz = [gauss:w=1]; ื‘ื™ืช ื—ืจื•ืฉืช
ืœืกื ืŸ ื’ืจืขื™ืŸ ื‘ื›ื™ื•ื•ืŸ z. ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื”
ืชื•ืกืคื™ื:1d/ืกืคืฆื™ืืœkernel

sws ืจืืฉ ืžื™ื ื–ืจืขื™ื. ื”ืืœื’ื•ืจื™ืชื ืžื—ืœืฅ ื‘ื“ื™ื•ืง ื›ืœ ื›ืš ื”ืจื‘ื” ืื–ื•ืจื™ื ื›ืžื• ืจืืฉื•ื ื™ื™ื
ืชื•ื•ื™ื•ืช ื ื™ืชื ื•ืช ื‘ืชืžื•ื ืช ื”ื–ืจืข. ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ื’ืจืื“ = 0; bool
ืคืจืฉ ืืช ืชืžื•ื ืช ื”ืงืœื˜ ื›ื”ื“ืจื’ื”. .

ืกื™ืžืŸ = 0; bool
ืกืžืŸ ืืช ืคืจืฉืช ื”ืžื™ื ื”ืžืคื•ืœื—ืช ื‘ืขืจืš ืกื•ืœื ืืคื•ืจ ืžื™ื•ื—ื“.

n = [ื›ื“ื•ืจ:r=1]; ื‘ื™ืช ื—ืจื•ืฉืช
ืฉื›ื•ื ื” ืœืื–ื•ืจ ืจืืฉ ื”ืžื™ื ืฆื•ืžื—. ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื”
ืชื•ืกืคื™ื: 3dimage/shape

ื–ืจืข =(ืงืœื˜, ื ื“ืจืฉ, ืžื—ืจื•ื–ืช)
ืชืžื•ื ืช ืงืœื˜ ื–ืจืข ื”ืžื›ื™ืœื” ืืช ื”ืชื•ื•ื™ื•ืช ืขื‘ื•ืจ ื”ืื–ื•ืจื™ื ื”ื”ืชื—ืœืชื™ื™ื.

ื˜ื™ ืฉืžื•ืจ ืืช ืชืžื•ื ืช ื”ืงืœื˜ ืœืงื•ื‘ืฅ ื•ื”ืขื‘ื™ืจ ืื•ืชื” ื’ื ืœืžืกื ืŸ ื”ื‘ื,
ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

ืคื™ืœื” =(ืคืœื˜, ื ื“ืจืฉ, ืžื—ืจื•ื–ืช)
ืฉื ืงื•ื‘ืฅ ื”ืคืœื˜ ื›ื“ื™ ืœืฉืžื•ืจ ื’ื ืืช ื”ืชืžื•ื ื”..

ื“ืœื™ืœ ื“ื™ืœื•ืœ ืžื•ืจืคื•ืœื•ื’ื™ ืชืœืช ืžื™ืžื“ื™, ืžื‘ื•ืกืก ืขืœ: Lee and Kashyap, 'ื‘ื ื™ื™ืช ื“ื’ืžื™ ืฉืœื“
ื‘ืืžืฆืขื•ืช ืืœื’ื•ืจื™ืชืžื™ื ืœื“ื™ืœื•ืœ ืžืฉื˜ื—/ืฆื™ืจ ืชืœืช-ืžืžื“ื™ื™ื, ืžื•ื“ืœื™ื ื’ืจืคื™ื™ื ื•ืชืžื•ื ื”
ืขื™ื‘ื•ื“, 56(6):462-478, 1994. ื™ื™ืฉื•ื ื–ื” ืชื•ืžืš ืจืง ื‘-26
ืฉืึฐื›ื•ึผื ึธื”.

(ืœืœื ืคืจืžื˜ืจื™ื)

ืœืฉื ื•ืช ื”ืคื•ืš ืืช ืชืžื•ื ืช ื”ืงืœื˜ ืขื ื”ื˜ืจื ืกืคื•ืจืžืฆื™ื” ื”ื ืชื•ื ื”., ืคืจืžื˜ืจื™ื ื ืชืžื›ื™ื
ื”ื:

ืคื™ืœื” =(ืงืœื˜, ื ื“ืจืฉ, ืžื—ืจื•ื–ืช)
ืฉื ื”ืงื•ื‘ืฅ ื”ืžื›ื™ืœ ืืช ื”ืฉื™ื ื•ื™..

imgboundary = ; ื—ื•ึผื˜
ืœืขืงื•ืฃ ืืช ืชื ืื™ ื”ื’ื‘ื•ืœ ืฉืœ ืื™ื ื˜ืจืคื•ืœืฆื™ื” ืฉืœ ืชืžื•ื ื”.

imgkernel = ; ื—ื•ึผื˜
ืœืขืงื•ืฃ ืืช ืœื™ื‘ืช ื”ืื™ื ื˜ืจืคื•ืœื˜ื•ืจ ืฉืœ ื”ืชืžื•ื ื”.

ืฉื•ื ื•ืช ืžืกื ืŸ ืฉื•ื ื•ืช ืชืžื•ื ื” ืชืœืช ืžื™ืžื“ื™ืช, ืคืจืžื˜ืจื™ื ื ืชืžื›ื™ื ื”ื:

w = 1; int ื‘-[1, inf)
ื—ืฆื™ ืจื•ื—ื‘ ืžืกื ืŸ.

ws ืคื™ืœื•ื— ืจืืฉื™ ืžื™ื ื‘ืกื™ืกื™ื™ื, ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

evalgrad = 0; bool
ื”ื’ื“ืจ ืœ-1 ืื ืชืžื•ื ืช ื”ืงืœื˜ ืื™ื ื” ืžื™ื™ืฆื’ืช ืชืžื•ื ืช ื ื•ืจืžื” ืฉืœ ื’ืจื“ื™ืื ื˜.

ืกื™ืžืŸ = 0; bool
ืกืžืŸ ืืช ืคืจืฉืช ื”ืžื™ื ื”ืžืคื•ืœื—ืช ื‘ืขืจืš ืกื•ืœื ืืคื•ืจ ืžื™ื•ื—ื“.

n = [ื›ื“ื•ืจ:r=1]; ื‘ื™ืช ื—ืจื•ืฉืช
ืฉื›ื•ื ื” ืœืื–ื•ืจ ืจืืฉ ื”ืžื™ื ืฆื•ืžื—. ืขื‘ื•ืจ ื™ื™ืฉื•ืžื™ ืคืœืื’ื™ืŸ ื ืชืžื›ื™ื ืจืื”
ืชื•ืกืคื™ื: 3dimage/shape

ืœึธื“ื•ึผืฉื = 0; ืœืฆื•ืฃ ืคื ื™ืžื” [0, 1)
ืกืฃ ื ื•ืจืžื” ืฉื™ืคื•ืข ื™ื—ืกื™. ืขืจืš ืกืฃ ื”ืขืจืš ื‘ืคื•ืขืœ ื”ื•ื
thresh * (max_grad - min_grad) + min_grad. ืื’ื ื™ื ืžื•ืคืจื“ื™ื ืขืœ ื™ื“ื™ ืฉื™ืคื•ืขื™ื
ืขื ื ื•ืจืžื” ื ืžื•ื›ื” ื™ื•ืชืจ ื™ืฆื˜ืจืคื•.

ืชื•ืกืคื™ื: 3Dimage/io


ืœื ืชื— ื ืชื— ืชืžื•ื ื” 7.5

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .HDR, .hdr

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
8 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, 16 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, 32 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, ื ืงื•ื“ื” ืฆืคื” 32 ืกื™ื‘ื™ื•ืช,
ื ืงื•ื“ื” ืฆืคื” 64 ืกื™ื‘ื™ื•ืช

ืžืื’ืจ ื ืชื•ื ื™ื IO ื•ื™ืจื˜ื•ืืœื™ ืœืžืื’ืจ ื”ื ืชื•ื ื™ื ื”ืคื ื™ืžื™ ื•ืžืžื ื•

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื–ื•ื”ื•ืช: .@

dicom ืกื“ืจืช ืชืžื•ื ื•ืช Dicom ื›ืชืœืช ืžื™ืžื“

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .DCM, .dcm

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
ื—ืชื•ื 16 ืกื™ื‘ื™ื•ืช, 16 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื”

hdf5 HDF5 ืชืžื•ื ืช ืชืœืช ืžื™ืžื“ IO

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .H5, .h5

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
ื ืชื•ื ื™ื ื‘ื™ื ืืจื™ื™ื, 8 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, 8 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, 16 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, 16 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ,
ื—ืชื•ื 32 ืกื™ื‘ื™ื•ืช, 32 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, 64 ืกื™ื‘ื™ื•ืช ืขื ืกื™ืžืŸ, 64 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, ืฆืฃ
ื ืงื•ื“ื” 32 ืกื™ื‘ื™ื•ืช, ื ืงื•ื“ื” ืฆืคื” 64 ืกื™ื‘ื™ื•ืช

ืื™ื ืจื™ื” ืชืžื•ื ื” ืฉืœ INRIA

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .INR, .inr

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
ื—ืชื•ื 8 ืกื™ื‘ื™ื•ืช, 8 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื”, 16 ืกื™ื‘ื™ื•ืช ื—ืชื•ืžื•ืช, 16 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื•ืช, 32 ื—ืชื•ืžื•ืช
ืกื™ื‘ื™ื•ืช, 32 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, ื ืงื•ื“ื” ืฆืคื” 32 ืกื™ื‘ื™ื•ืช, ื ืงื•ื“ื” ืฆืคื” 64 ืกื™ื‘ื™ื•ืช

Mhd ืชืžื•ื ืช MetaIO ืชืœืช-ืžืžื“ื™ืช IO ื‘ืืžืฆืขื•ืช ืžื™ืžื•ืฉ VTK (ื ื™ืกื™ื•ื ื™).

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .MHA, .MHD, .mha, .mhd

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
ื—ืชื•ื 8 ืกื™ื‘ื™ื•ืช, 8 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื”, 16 ืกื™ื‘ื™ื•ืช ื—ืชื•ืžื•ืช, 16 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื•ืช, 32 ื—ืชื•ืžื•ืช
ืกื™ื‘ื™ื•ืช, 32 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, ื ืงื•ื“ื” ืฆืคื” 32 ืกื™ื‘ื™ื•ืช, ื ืงื•ื“ื” ืฆืคื” 64 ืกื™ื‘ื™ื•ืช

nifti NIFTI-1 ืชืžื•ื ืช ืชืœืช ืžื™ืžื“ IO

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .NII, .nii

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
ื—ืชื•ื 8 ืกื™ื‘ื™ื•ืช, 8 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื”, 16 ืกื™ื‘ื™ื•ืช ื—ืชื•ืžื•ืช, 16 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื•ืช, 32 ื—ืชื•ืžื•ืช
ื‘ื™ื˜, 32 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, 64 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, 64 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, ื ืงื•ื“ื” ืฆืคื” 32
ื‘ื™ื˜, ื ืงื•ื“ื” ืฆืคื” 64 ืกื™ื‘ื™ื•ืช

vff ืคื•ืจืžื˜ ืจืกื˜ืจ VFF Sun

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .VFF, .vff

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
8 ื‘ื™ื˜ ืœื ื—ืชื•ื, 16 ืกื™ื‘ื™ื•ืช ื—ืชื•ื

Vista ืชืฆื•ื’ื” ืชืœืช ืžื™ืžื“ื™ืช

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .V, .VISTA, .v, .vista

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
ื ืชื•ื ื™ื ื‘ื™ื ืืจื™ื™ื, 8 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, 8 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, 16 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, 16 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ,
ื—ืชื•ื 32 ืกื™ื‘ื™ื•ืช, ืœืœื ืกื™ืžืŸ 32 ืกื™ื‘ื™ื•ืช, ื ืงื•ื“ื” ืฆืคื” 32 ืกื™ื‘ื™ื•ืช, ื ืงื•ื“ื” ืฆืคื” 64
ืงืฆืช

vti ืชืžื•ื ื” ืชืœืช ืžื™ืžื“ื™ืช VTK-XML ื‘-ื•ืคืœื˜ (ื ื™ืกื™ื•ื ื™).

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .VTI, .vti

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
ื—ืชื•ื 8 ืกื™ื‘ื™ื•ืช, 8 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื”, 16 ืกื™ื‘ื™ื•ืช ื—ืชื•ืžื•ืช, 16 ืกื™ื‘ื™ื•ืช ืœืœื ื—ืชื™ืžื•ืช, 32 ื—ืชื•ืžื•ืช
ืกื™ื‘ื™ื•ืช, 32 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, ื ืงื•ื“ื” ืฆืคื” 32 ืกื™ื‘ื™ื•ืช, ื ืงื•ื“ื” ืฆืคื” 64 ืกื™ื‘ื™ื•ืช

vtk ืชืžื•ื ืช 3D VTK ืžื“ื•ืจ ืงื•ื“ื ื•ืคืœื˜ (ื ื™ืกื™ื•ื ื™).

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .VTK, .VTKIMAGE, .vtk, .vtkimage

ืกื•ื’ื™ ืืœืžื ื˜ื™ื ื ืชืžื›ื™ื:
ื ืชื•ื ื™ื ื‘ื™ื ืืจื™ื™ื, 8 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, 8 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ, 16 ืกื™ื‘ื™ื•ืช ื‘ืกื™ืžืŸ, 16 ืกื™ื‘ื™ื•ืช ืœืœื ืกื™ืžืŸ,
ื—ืชื•ื 32 ืกื™ื‘ื™ื•ืช, ืœืœื ืกื™ืžืŸ 32 ืกื™ื‘ื™ื•ืช, ื ืงื•ื“ื” ืฆืคื” 32 ืกื™ื‘ื™ื•ืช, ื ืงื•ื“ื” ืฆืคื” 64
ืงืฆืช

ืชื•ืกืคื™ื: ืชืžื•ื ื”/ืฆื•ืจื” ืชืœืช ืžื™ืžื“ื™ืช


18n ื™ื•ืฆืจ ืฆื•ืจื•ืช ืชืœืช ืžื™ืžื“ ื‘ืฉื›ื•ื ื” 18n

(ืœืœื ืคืจืžื˜ืจื™ื)

26n ื™ื•ืฆืจ ืฆื•ืจื•ืช ืชืœืช ืžื™ืžื“ ื‘ืฉื›ื•ื ื” 26n

(ืœืœื ืคืจืžื˜ืจื™ื)

6n ื™ื•ืฆืจ ืฆื•ืจื•ืช ืชืœืช ืžื™ืžื“ ื‘ืฉื›ื•ื ื” 6n

(ืœืœื ืคืจืžื˜ืจื™ื)

ืชื—ื•ื ืฉื›ื•ื ืช ืฆื•ืจื” ื›ื“ื•ืจื™ืช ืกื’ื•ืจื” ื›ื•ืœืœ ื”ืคื™ืงืกืœื™ื ื‘ืจื“ื™ื•ืก ื ืชื•ืŸ
r., ื”ืคืจืžื˜ืจื™ื ื”ื ืชืžื›ื™ื ื”ื:

r = 2; ืœืฆื•ืฃ ืคื ื™ืžื” (0, ืื™ื ืค)
ืจื“ื™ื•ืก ื›ื“ื•ืจ.

ืชื•ืกืคื™ื: 3dtransform/io


BBS IO ื‘ื™ื ืืจื™ (ืœื ื ื™ื™ื“) ืžืกื•ื“ืจ ืฉืœ ื˜ืจื ืกืคื•ืจืžืฆื™ื•ืช ืชืœืช ืžื™ืžื“

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .bbs

ืžืื’ืจ ื ืชื•ื ื™ื IO ื•ื™ืจื˜ื•ืืœื™ ืœืžืื’ืจ ื”ื ืชื•ื ื™ื ื”ืคื ื™ืžื™ ื•ืžืžื ื•

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื–ื•ื”ื•ืช: .@

Vista ืื—ืกื•ืŸ Vista ืฉืœ ื˜ืจื ืกืคื•ืจืžืฆื™ื•ืช ืชืœืช ืžื™ืžื“ื™ื•ืช

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .v, .v3dt

xml IO ืžืกื•ื“ืจ ืฉืœ XML ืฉืœ ื˜ืจื ืกืคื•ืจืžืฆื™ื•ืช ืชืœืช ืžื™ืžื“ื™ื•ืช

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื–ื•ื”ื•ืช: .x3dt

ืชื•ืกืคื™ื: mesh/io


ืžืื’ืจ ื ืชื•ื ื™ื IO ื•ื™ืจื˜ื•ืืœื™ ืœืžืื’ืจ ื”ื ืชื•ื ื™ื ื”ืคื ื™ืžื™ ื•ืžืžื ื•

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื–ื•ื”ื•ืช: .@

ื›ื‘ื•ื™ ืชื•ืกืฃ ืœื˜ืขื™ื ื”/ืื—ืกื•ืŸ ืฉืœ ื›ืžื” ืงื‘ืฆื™ Geomview OFF

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .OFF, .off

ืขื•ึนื‘ึดื™ ืชืžื™ื›ื” ื‘ืงืœื˜/ืคืœื˜ ื‘ืจืฉืช ืžืฉื•ืœืฉ ืจื‘ื“ื™ื

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .PLY, .ply

Stl ืชื•ืกืฃ STL mesh io

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .STL, .stl

Vista ืชืžื™ื›ื” ื‘ืงืœื˜/ืคืœื˜ ืฉืœ Vista/Simbio ืžืฉื•ืœืฉ

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .V, .VMESH, .v, .vmesh

vtk ืชืช-ืงื‘ื•ืฆื” ืฉืœ VTK mesh in-and output: ืจืฉืชื•ืช ืžืฉื•ืœืฉ ื ื›ืชื‘ื•ืช, ื•ืžืฉื•ืœืฉ
ืงื•ืจืื™ื ืจืฉืชื•ืช ื•ืจืฆื•ืขื•ืช ืžืฉื•ืœืฉื™ื. ืชื›ื•ื ื•ืช ื ื•ืกืคื•ืช ืœื›ืœ ืงื•ื“ืงื•ื“ ื”ืŸ
ื ืชืžืš: 'ื ื•ืจืžืœื™ื™ื', 'ืฆื‘ืขื™ื' ืขื‘ื•ืจ ืฉืœื•ืฉื” ืฆื‘ืขื™ื ืžืจื›ื™ื‘ื™ื ื•'ืงื ื” ืžื™ื“ื”' ืขื‘ื•ืจ ื
ืขืจืš ืกืงืœืจื™ ื”ืžื•ืฆืžื“ ืœื›ืœ ืงื•ื“ืงื•ื“. ื”ื ืชื•ื ื™ื ื ื›ืชื‘ื™ื ืขืœ ื™ื“ื™ ื”
vtkPolyDataWriter ื‘ืคื•ืจืžื˜ ื‘ื™ื ืืจื™.

ืกื™ื•ืžื•ืช ืงื‘ืฆื™ื ืžื•ื›ืจื•ืช: .VTK, .VTKMESH, .vtk, .vtkmesh

ื“ื•ื’ืžื


ื”ืคืขืœ ืืช ื”ืžื•ื“ืœ ื”ื ื™ืชืŸ ืœืคื•ืจืžื˜ ื‘-input.vmesh ืขื 200 ืื™ื˜ืจืฆื™ื•ืช ื”ืžืชืื™ืžื•ืช ืœืขืจืš ืฉืœ 128 ืื™ื ืฅ'
ืืช ื”ืชืžื•ื ื” ref.v ื•ืฉืžื•ืจ ืืช ื”ืชื•ืฆืื” ื‘-deformed.vmesh

mia-mesh-deformable-model -i input.vmesh -o deformed.vmesh --iso 128 --maxiter 200

ืžื—ื‘ืจ(ื™ื)


ื’ืจื˜ ื•ื•ืœื ื™

ื–ื›ื•ื™ื•ืช ื™ื•ืฆืจื™ื


ืชื•ื›ื ื” ื–ื• ื”ื™ื ื–ื›ื•ื™ื•ืช ื™ื•ืฆืจื™ื (ื’) 1999โ€“2015 ืœื™ื™ืคืฆื™ื’, ื’ืจืžื ื™ื” ื•ืžื“ืจื™ื“, ืกืคืจื“. ื–ื” ืžื’ื™ืข
ืœืœื ื›ืœ ืื—ืจื™ื•ืช ื•ืืชื” ืจืฉืื™ ืœื”ืคื™ืฅ ืื•ืชื• ืžื—ื“ืฉ ืชื—ืช ืชื ืื™ ื”-GNU
ืจื™ืฉื™ื•ืŸ ืฆื™ื‘ื•ืจื™ ื›ืœืœื™ ื’ืจืกื” 3 (ืื• ืžืื•ื—ืจ ื™ื•ืชืจ). ืœืžื™ื“ืข ื ื•ืกืฃ ื”ืคืขืœ ืืช ื”ืชื•ื›ื ื™ืช ืขื
ืืคืฉืจื•ืช '--ื–ื›ื•ื™ื•ืช ื™ื•ืฆืจื™ื'.

ื”ืฉืชืžืฉ ื‘-mia-mesh-deformable-model ื‘ืื™ื ื˜ืจื ื˜ ื‘ืืžืฆืขื•ืช ืฉื™ืจื•ืชื™ onworks.net


ืฉืจืชื™ื ื•ืชื—ื ื•ืช ืขื‘ื•ื“ื” ื‘ื—ื™ื ื

ื”ื•ืจื“ ืืคืœื™ืงืฆื™ื•ืช Windows & Linux

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