Controllo di qualit a non supervisionato basato sulla teoria fuzzy: il

Transcript

Controllo di qualit a non supervisionato basato sulla teoria fuzzy: il
ROMA
TRE
UNIVERSITÀ DEGLI STUDI
½
½
½
! "
"
! #
" ! $ % & ! #
' & " ! "
" !
(
) * %
+,)*%- . ! , " / ! " 0
! # " 0
"
" !
"
,)*% 123 0
143! ! 5
" 0
!
# ! 5
"
" .!
6 7!7 0
7!7!7 8 7!( 0
8 ( "
! "
2 ' 0
& " ! 9
!
7 & "
! " 7 :!
%% .!
; "
"
!
%
7 0 " <0! 0 "
"
0 ! ; "
2
Nuova
immagine
Learning (off-line)
Unsupervised
Operatore
Delimitazione
blister
Alveoli
Immagine
master
Parametri
Prodotto
Loop
Command
Indice di performance
Fuzzy
Inferenze
fuzzy
Decisione
Analisi
(on-line)
* 7& 5 ,)*%
" !
5 & 8 !
"! # ! ! 5 " "
" 0 !
7 ! " 0
! 0 ! 5 0
! = 0 "
0
> " ! 0
"
" 7? (4 !
#
0
@! 5 " 0
9
! "
<
!
6 0
! # 0
! ! # "0
! "
!
& "
& ! ,
&
!"" !"" "
! 5 ! (
"
!
* (& '
# &
# # # # ! 4
!
,
&
" # ! $% &
! '( ! ! )* +
"
! #
8
@ @ 8 " !
5 7 0
! 0
"
!
= 8 ! ; Æ "
! !
#
" & " ! ; "
"
! !
! ,
2! # " $) ! ; Æ !
# " "
1A3 0
! # "
!
0
!! % 1(3! "
" ! ; "
0
A
'.
>.& ! " ! "
" 0
! ! ; "
0
! 2 " " ! !
Originale
* 2& 5" 6
0
! ; "
@ " " ! 6 ,)*% 0
! $) 0
&
"##$! "
173 ! "
Æ
! "##$ % 7BCA+%#)- %& $! 0
'( " 1C3
9 "##$ 0
! D " @ ! " @ Æ ! @ C
* 9& % #EE
@ !
6
@ ! "! @ F 7 +7 @ 8 @ 8 @ !
6 0
! ; "
0
! 5 !
!" ; Æ0
0
:! ! % G0: % 193!
5 ! @ +
@ - +
$) @ "
@ -!
"
0
& ! %
" H
0
! 4 4!
#
4 (H!
* 4& ;
# @ Æ 0
! # @ @ Æ $ !
5 @ !
"
! "
*!
#$%$ &'( ! 5 " " 0
! #
"!
%
+'*- <&
"
@ ! # A!
B
1
1
0.8
0.8
0.6
0.6
0.4
0.4
0.2
0.2
0
0
50
100
150
200
Universo dei contrasti
250
0
300
0
5
10
15
20
25
30
Universo delle distanze
35
40
45
* A& '* @ # & '* 8 @ "
'* !
%
"
@ & !
%
Æ + - 0
" ! 5 C &
1
1
0.8
0.8
0.6
0.6
0.4
0.4
0.2
0.2
0
300
0
300
50
200
40
100
Contrast
10
0
40
30
100
20
0
50
200
30
Contrast
Distance
20
0
10
0
Distance
* C& 5& @ 8 & @ # C @
7?
& "
@ "
@ ! # H!
* H& 5& IJ8 & IDJ
# H @ 0
" I J " IJ !
@ !
!
! # ! " !
)$ * !" , " ! 6 ! !! < "
!
!
#
"
! , <
77
" ! # & @ 8 !
# Æ ! ) " "
BBK @ ! "
" !
"
& $! # " @8 "
" !
; ! 0
$ & @ " @ !
,
@! 5 "
!
6 "
! !
5 " 4 !
; "
:5=! ; , G,! 5 " " "
" 0! # "
" !
; "
' ! " ! "
' !
# &
& , "" && & , 7(
""-" , "
& " && "" . " .
,"" / = (
Ê
+( F F Ê ++-- %
! "
! "
& $
(!
$ 6
@ +%
6
@ "
@ &
#' '
%
0
! ,
0
< @ !
# '"%(
,
"
! @! @ ! ; "
! "
! ; 72
"
! " ) (
6 2 !
"
< L0% 5!!! #!
6 0
& " ( $!
# " 8 " " ! "
" !
! B "
7??K !
* B& ; "
+
$ - + ( - ! !
79
,)*% +$
-! "
7?!
* 7?& & "
+
-
77
" "
+! -! #
@ !
;
"
" ! ; 7( @0 < !
'
@ +* + -!
, ! 72 "
!
74
* 77& & * 7(& & @ !
" ! "
+
-! , 79!
5 "
! "
0
! ,
79!
5 74 ! 5 !
7A
* 72& & * 79& & * 74& & "
Æ <
!
#
* " !
7C
0
" "
! D " " !
; "
! M <
!
!
173 5! )
.! !
;
= %
7BB9!
1(3 L
%! ! ,))) - . ( , ;'0H&ACBNABH 7BHA!
123 *
! = & ! / 0 (2 (B = 2H 0 ) 7BBH! %
!! !
193 G0: % :! !%! * >
0
! )
7&H(4NH92 ' 7BBH!
143 L!'! '! * & ! . ,))) H2&294N2CC 7BB4!
1A3 6! D! D 0 ! ,)))
- ( ($ B&A(NAA 7BCB!
1C3 ! #! ! #! %
L! %! ).! Æ 0
! ,))) - . ( ,
H&(9HN(4A 7BHA!
7H