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I
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2
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-
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3021
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it
i
s
h
ar
d
to
b
e
i
m
p
le
m
en
ted
in
all
h
o
s
p
itals
an
d
cli
n
ics
in
d
ev
elo
p
in
g
co
u
n
tr
y
d
u
e
to
t
h
e
eq
u
ip
m
e
n
t
u
s
ed
i
s
v
er
y
b
u
l
k
y
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co
s
tl
y
a
n
d
n
ee
d
to
b
e
o
p
er
ated
b
y
tr
ain
ed
tec
h
n
ic
ian
s
[
1
1
]
.
Ap
p
ar
en
tl
y
,
th
e
m
ai
n
te
n
a
n
ce
is
also
co
s
tl
y
.
I
n
s
tead
o
f
p
u
r
ch
a
s
i
n
g
a
n
e
w
a
u
to
m
at
ed
b
lo
o
d
ce
ll
co
u
n
ter
m
ac
h
i
n
e,
it
is
m
o
r
e
p
r
ac
tical
a
n
d
p
o
r
tab
le
to
d
ev
elo
p
an
au
to
m
ated
co
m
p
lete
b
lo
o
d
co
u
n
t
a
n
al
y
s
is
s
y
s
te
m
t
h
at
is
to
b
e
i
m
p
le
m
en
ted
b
y
u
s
in
g
m
o
b
ile
d
ev
ices
s
u
c
h
a
s
s
m
ar
tp
h
o
n
es
[
1
2
]
.
T
h
e
s
m
ar
tp
h
o
n
e
ca
m
er
a
le
n
s
attac
h
ed
to
th
e
m
i
cr
o
s
co
p
e
is
ca
p
ab
le
to
p
r
o
v
id
e
d
ig
ital
v
ie
w
o
f
th
e
b
lo
o
d
ce
ll
an
d
th
e
i
m
ag
e
p
r
o
ce
s
s
i
n
g
s
u
p
p
o
r
t
ca
n
b
e
ea
s
il
y
p
o
r
ted
to
th
e
s
m
a
r
tp
h
o
n
e
ap
p
licatio
n
d
ev
elo
p
m
en
t
s
o
f
t
w
ar
e.
Hen
ce
,
w
e
p
r
o
p
o
s
e
a
m
o
b
ile
b
ased
au
to
m
ated
co
m
p
lete
b
lo
o
d
co
u
n
t
an
al
y
s
i
s
s
y
s
te
m
f
r
o
m
b
l
ood
s
m
ea
r
ed
i
m
a
g
es
to
co
u
n
t
th
e
n
u
m
b
er
o
f
R
B
C
an
d
W
B
C
b
y
c
o
n
s
id
er
in
g
an
o
v
er
lap
p
in
g
co
n
s
tr
ain
t.
T
h
is
p
ap
er
is
o
r
g
a
n
ized
as
f
o
llo
w
s
:
Sec
t
io
n
2
p
r
esen
t
s
t
h
e
m
et
h
o
d
s
o
f
t
h
is
p
r
o
p
o
s
ed
p
r
o
j
ec
t;
Sectio
n
3
co
n
ta
in
s
t
h
e
r
esu
lt
s
; Sec
tio
n
4
s
h
o
w
s
t
h
e
d
i
s
cu
s
s
io
n
; a
n
d
Sectio
n
5
is
th
e
co
n
clu
s
io
n
o
f
t
h
i
s
p
r
o
j
ec
t.
2.
RE
S
E
ARCH
M
E
T
H
O
D
I
n
t
h
is
s
ec
tio
n
,
a
w
e
ll
-
p
lan
e
d
p
r
o
j
ec
t
m
eth
o
d
o
lo
g
y
i
s
d
i
s
cu
s
s
ed
a
n
d
elab
o
r
ated
.
T
h
e
f
o
llo
w
i
n
g
F
ig
u
r
e
1
s
h
o
w
t
h
e
o
v
er
all
m
e
th
o
d
o
lo
g
y
in
t
h
is
p
r
o
j
ec
t.
I
n
Fig
u
r
e
1
,
th
e
m
et
h
o
d
s
ar
e
b
r
i
ef
l
y
p
r
es
e
n
ted
an
d
s
ep
ar
ated
in
to
t
w
o
m
aj
o
r
p
h
ases
,
w
h
ic
h
ar
e
i
m
a
g
e
ac
q
u
i
s
iti
o
n
an
d
ap
p
licatio
n
b
u
ild
i
n
g
p
h
ase.
I
n
ap
p
licatio
n
b
u
ild
in
g
,
it
i
s
s
ep
ar
ated
in
to
th
r
ee
m
in
o
r
co
m
p
o
n
e
n
t
s
,
wh
ich
ar
e
p
r
ep
ar
in
g
s
e
g
m
en
ta
tio
n
an
d
co
u
n
ti
n
g
alg
o
r
ith
m
,
s
ett
in
g
s
to
r
ag
e
a
n
d
d
atab
a
s
e,
an
d
d
esig
n
i
n
g
u
s
er
in
ter
f
ac
e
(
UI
)
.
Fig
u
r
e
1
.
Ov
er
all
m
et
h
o
d
o
lo
g
y
w
h
ich
i
n
cl
u
d
es i
m
ag
e
ac
q
u
is
itio
n
an
d
ap
p
licatio
n
b
u
i
ld
in
g
2
.
1
.
I
m
a
g
e
Acquis
it
io
n
First,
th
e
i
m
ag
e
i
s
ac
q
u
ir
ed
an
d
ca
p
tu
r
ed
b
y
So
n
y
2
1
Me
g
ap
ix
el
C
MO
S
i
m
ag
e
s
en
s
o
r
,
I
MX
2
3
0
,
w
h
ic
h
t
h
e
ca
m
er
a
i
s
attac
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ed
o
n
th
e
s
m
ar
tp
h
o
n
e
o
f
So
n
y
X
p
er
ia
M5
.
W
ith
th
e
aid
o
f
l
ig
h
t
m
icr
o
s
co
p
e,
th
e
b
lo
o
d
s
m
ea
r
ed
i
m
a
g
es
ar
e
ca
p
tu
r
ed
in
1
0
0
X
o
b
j
ec
tiv
e
m
a
g
n
i
f
ica
tio
n
a
n
d
1
0
X
e
y
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iece
m
a
g
n
i
f
icatio
n
.
T
h
e
f
o
llo
w
in
g
F
i
g
u
r
e
2
s
h
o
w
s
t
h
e
s
etu
p
f
o
r
th
e
i
m
a
g
e
ac
q
u
i
s
itio
n
.
Fig
u
r
e
2
.
S
m
ar
tp
h
o
n
e
at
tach
ed
o
n
th
e
li
g
h
t
m
icr
o
s
co
p
es
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
2
0
8
8
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8708
I
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E
C
E
Vo
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,
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6
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er
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1
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0
2
9
3022
2
.
2
.
Appl
ica
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io
n B
uil
di
ng
T
o
u
tili
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h
e
s
m
ar
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t
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ad
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ee
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s
ed
f
o
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q
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ir
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n
g
th
e
m
icr
o
s
co
p
ic
i
m
a
g
es,
t
h
e
a
p
p
licatio
n
s
o
f
t
w
ar
e
h
as
b
ee
n
d
e
v
elo
p
ed
b
y
u
s
i
n
g
An
d
r
o
id
Stu
d
io
with
t
h
e
A
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I
2
1
s
u
p
p
o
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t,
w
h
ic
h
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m
p
atib
le
w
it
h
An
d
r
o
id
L
o
llip
o
p
o
p
er
atin
g
s
y
s
te
m
(
O
S).
Hen
ce
,
t
h
er
e
ar
e
t
h
r
ee
co
m
p
o
n
en
t
s
h
as
b
ee
n
d
e
v
elo
p
ed
u
s
in
g
An
d
r
o
id
St
u
d
io
,
w
h
ich
ar
e
i
m
a
g
e
s
eg
m
e
n
tatio
n
a
n
d
co
u
n
tin
g
a
lg
o
r
ith
m
d
esi
g
n
,
s
to
r
ag
e
an
d
d
atab
ase
m
a
n
a
g
e
m
en
t,
a
n
d
u
s
er
i
n
ter
f
ac
e
(
UI
)
d
esig
n
.
2
.
2
.
1.
I
m
a
g
e
Seg
m
e
nta
t
io
n a
nd
Co
un
t
ing
Alg
o
rit
h
m
Desig
n
I
n
th
i
s
s
ta
g
e,
t
h
e
b
lo
o
d
s
m
ea
r
ed
i
m
ag
e
s
ar
e
p
r
o
ce
s
s
ed
to
o
b
tain
th
e
n
u
m
b
er
o
f
r
ed
b
lo
o
d
ce
lls
an
d
th
e
n
u
m
b
er
o
f
w
h
ite
b
lo
o
d
ce
lls
.
W
ith
th
e
a
id
o
f
Op
en
C
V
lib
r
ar
ies,
w
h
ic
h
p
o
r
ted
as
a
m
o
d
u
le
i
n
An
d
r
o
id
Stu
d
io
p
r
o
j
ec
t,
all
th
e
ac
q
u
ir
ed
im
a
g
es
ar
e
ab
le
to
b
e
p
r
o
ce
s
s
ed
to
o
b
tain
u
s
e
f
u
l
i
n
f
o
r
m
atio
n
,
s
u
c
h
as
th
e
n
u
m
b
er
s
o
f
R
B
C
an
d
W
B
C
f
r
o
m
a
n
i
m
a
g
e.
A
g
e
n
er
al
p
r
o
ce
s
s
f
lo
w
o
f
i
m
a
g
e
s
eg
m
e
n
tat
io
n
an
d
co
u
n
ti
n
g
i
s
p
r
esen
ted
in
Fi
g
u
r
e
3
.
Fig
u
r
e
3
.
Gen
er
al
p
r
o
ce
s
s
f
lo
w
o
f
i
m
a
g
e
s
e
g
m
en
ta
tio
n
a
n
d
co
u
n
ti
n
g
T
h
e
f
ir
s
t
s
tep
is
to
f
in
d
t
h
e
r
eg
io
n
o
f
i
n
ter
est
(
R
OI
)
i
n
th
e
i
m
a
g
es
as
t
h
e
i
m
a
g
e
c
ap
tu
r
ed
is
ap
p
r
o
x
im
a
tel
y
cir
c
u
lar
in
s
h
ap
e.
Fig
u
r
e
4
s
h
o
w
s
t
h
e
d
etailed
p
r
o
ce
s
s
ed
o
n
f
in
d
i
n
g
t
h
e
R
OI
o
f
an
i
m
ag
e.
(
a)
(
b
)
Fig
u
r
e
4
.
Deta
iled
p
r
o
ce
s
s
in
f
in
d
in
g
an
d
cr
o
p
p
in
g
t
h
e
r
eg
io
n
o
f
i
n
ter
est
f
r
o
m
i
m
ag
e
s
in
(
a
)
f
lo
w
c
h
ar
t a
n
d
(
b
)
i
m
a
g
e
ill
u
s
tr
atio
n
s
f
o
r
ea
ch
s
ta
g
e
o
f
p
r
o
ce
s
s
i
n
g
to
cr
o
p
t
h
e
im
ag
e
I
n
itiall
y
t
h
e
o
r
i
g
in
a
l
i
m
a
g
e
i
s
b
ein
g
g
r
a
y
s
ca
le,
b
e
f
o
r
e
it
p
as
s
es
t
h
r
o
u
g
h
t
h
r
esh
o
ld
i
n
g
p
r
o
ce
s
s
.
Ne
x
t,
th
e
g
r
a
y
s
ca
le
i
m
a
g
e
i
s
tr
an
s
f
o
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ed
i
n
to
b
in
ar
y
i
m
a
g
e
u
s
i
n
g
Ots
u
t
h
r
es
h
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ld
f
o
r
d
if
f
er
en
t
iatin
g
t
h
e
R
OI
a
n
d
b
ac
k
g
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n
d
o
f
t
h
e
i
m
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g
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T
h
en
,
t
h
e
b
in
ar
y
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m
ag
e
is
p
r
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ce
s
s
u
n
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er
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n
to
u
r
f
i
n
d
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g
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o
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t
ain
t
h
e
i
n
f
o
r
m
atio
n
o
f
t
h
e
R
OI
.
I
n
f
i
n
d
i
n
g
co
n
to
u
r
in
f
o
r
m
atio
n
,
t
h
e
h
ei
g
h
t,
w
id
t
h
,
p
o
s
itio
n
an
d
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n
tr
e
o
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h
e
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n
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r
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ac
ted
Or
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Gr
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y
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a
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r
s
F
i
n
d
i
n
g
Evaluation Warning : The document was created with Spire.PDF for Python.
I
J
E
C
E
I
SS
N:
2
0
8
8
-
8708
Mo
b
ile
b
a
s
ed
A
u
to
m
a
ted
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o
mp
lete
B
lo
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d
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A
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to
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n
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r
o
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C
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m
Yin
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K
it)
3023
an
d
u
s
ed
f
o
r
d
r
aw
in
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ter
n
al
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cr
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p
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in
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t
h
e
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n
to
a
n
e
w
i
m
a
g
e.
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g
u
r
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5
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a)
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s
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ates
h
o
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th
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ter
n
a
l b
o
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n
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u
a
r
e
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g
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r
e
5
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a)
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,
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d
w
id
th
o
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ter
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al.
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h
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i
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ec
a
u
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e
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e
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ia
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r
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b
lack
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al
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ap
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g
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r
e
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v
ar
ies
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h
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h
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r
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g
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y
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h
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w
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n
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o
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h
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e
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al
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ltip
lies
w
it
h
s
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n
4
5
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7
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o
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in
ter
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d
in
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x
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(
a)
(
b
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Fig
u
r
e
5
.
(
a)
I
llu
s
tr
atio
n
o
f
t
h
e
cr
o
p
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in
ter
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a
l b
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(
r
ed
co
lo
r
b
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.
(
b
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C
r
o
p
p
ed
im
ag
e
i
n
R
GB
r
ep
r
esen
tatio
n
is
co
n
v
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ted
to
L
*
a
*
b
*
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lo
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r
s
p
ac
e.
b
*
c
h
an
n
el
is
u
s
ed
f
o
r
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B
C
s
eg
m
e
n
ta
tio
n
w
h
er
ea
s
a
*
ch
an
n
e
l i
s
u
s
ed
f
o
r
R
B
C
s
e
g
m
en
tatio
n
Hen
ce
,
th
e
o
r
ig
i
n
al
i
m
ag
e
is
cr
o
p
p
ed
ac
c
o
r
d
in
g
to
th
e
in
ter
n
al
b
o
u
n
d
in
g
b
o
x
f
o
r
co
lo
u
r
s
p
ac
e
co
n
v
er
s
io
n
.
I
n
co
lo
r
s
p
ac
e
co
n
v
er
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io
n
p
h
ase,
th
e
cr
o
p
p
ed
im
ag
e
i
s
tr
an
s
f
o
r
m
ed
in
to
L
*
a
*
b
*
r
ep
r
esen
tat
io
n
.
Fig
u
r
e
5
(
b
)
s
h
o
w
s
t
h
e
co
n
v
er
s
io
n
an
d
s
ep
ar
atio
n
o
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t
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e
co
lo
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r
s
p
ac
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d
u
r
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n
g
th
i
s
p
h
a
s
e.
T
h
e
cr
o
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p
ed
im
ag
e
s
i
s
co
n
v
er
ted
f
r
o
m
R
GB
co
lo
u
r
s
p
ac
e
to
L
*
a
*
b
*
co
lo
u
r
s
p
ac
e
[
1
3
]
.
I
n
th
is
p
r
o
j
ec
t,
ch
an
n
el
b
*
an
d
c
h
a
n
n
e
l
a
*
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r
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m
t
h
e
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a
*
b
*
co
lo
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r
s
p
ac
e
ar
e
u
s
ed
f
o
r
W
B
C
an
d
R
B
C
s
e
g
m
e
n
tat
io
n
r
esp
ec
ti
v
el
y
.
I
n
W
B
C
s
eg
m
e
n
tatio
n
an
d
c
o
u
n
ti
n
g
,
th
e
W
B
C
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n
b
*
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h
a
n
n
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m
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g
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s
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e
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m
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ted
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s
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n
g
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n
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r
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t,
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B
C
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s
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u
n
ted
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ased
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n
th
e
n
u
m
b
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f
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n
to
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s
in
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g
m
e
n
ted
i
m
a
g
e
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s
i
n
g
to
p
o
lo
g
ical
s
tr
u
ct
u
r
al
an
al
y
s
is
[
1
4
]
.
Fig
u
r
e
6
illu
s
tr
ates t
h
e
p
r
o
ce
s
s
o
f
W
B
C
s
eg
m
e
n
tatio
n
a
n
d
co
u
n
tin
g
.
Fig
u
r
e
6
.
b
*
c
h
an
n
el
o
f
t
h
e
cr
o
p
p
ed
im
ag
e
i
s
u
s
ed
f
o
r
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B
C
s
eg
m
en
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n
a
n
d
co
u
n
t
in
g
T
h
e
b
*
ch
a
n
n
el
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m
a
g
e
f
r
o
m
L
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a
*
b
*
co
lo
u
r
s
p
ac
e
i
s
t
h
r
es
h
o
ld
w
it
h
th
e
v
alu
e
o
f
3
5
,
an
d
th
e
b
i
n
ar
y
i
m
a
g
e
w
h
ich
h
ad
s
e
g
r
eg
ated
W
B
C
as
f
o
r
eg
r
o
u
n
d
,
is
f
o
r
m
e
d
f
o
r
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B
C
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u
n
ti
n
g
p
u
r
p
o
s
e.
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y
u
s
in
g
co
n
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u
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n
ctio
n
,
th
e
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C
is
ca
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tu
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o
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e
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r
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Fi
g
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s
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ates th
e
p
r
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o
f
R
B
C
s
e
g
m
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a
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45
°
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t
a
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Fig
u
r
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7
.
a*
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o
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o
p
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im
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i
s
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s
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f
o
r
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m
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n
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d
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ti
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h
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n
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m
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r
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s
h
o
l
d
b
y
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s
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Ot
s
u
m
et
h
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d
[
1
5
]
.
T
h
e
b
in
ar
y
i
m
a
g
e,
w
h
ic
h
h
ad
s
e
g
r
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ated
R
B
C
as
f
o
r
eg
r
o
u
n
d
,
is
f
o
r
m
ed
f
o
r
R
B
C
co
u
n
ti
n
g
p
u
r
p
o
s
e.
B
y
u
s
in
g
co
n
to
u
r
f
u
n
ctio
n
,
th
e
R
B
C
i
s
ca
p
tu
r
ed
o
n
th
e
b
i
n
ar
y
i
m
a
g
e.
T
h
en
,
t
h
e
s
y
s
te
m
w
i
ll
d
r
a
w
th
e
R
B
C
co
n
to
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li
n
e
o
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h
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o
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g
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m
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r
e
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n
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a
n
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5
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s
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te
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u
to
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ll
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e
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m
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u
m
p
r
eg
io
n
s
o
f
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C
,
w
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t
h
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h
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h
t
o
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w
id
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o
f
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h
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o
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e
t
h
an
1
5
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I
n
o
r
d
e
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o
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n
t
th
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th
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m
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n
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u
m
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r
eg
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is
in
itia
ll
y
cr
o
p
p
ed
f
r
o
m
th
e
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m
ag
e.
Ne
x
t,
th
e
cr
o
p
p
ed
im
ag
e
is
u
n
d
er
g
o
i
n
g
Ho
u
g
h
C
ir
cle
T
r
an
s
f
o
r
m
(
HC
T
)
[
1
6
]
to
id
en
tify
t
h
e
cir
cles
t
h
at
f
o
u
n
d
o
n
t
h
e
c
lu
m
p
r
eg
io
n
[
1
7
]
.
T
o
o
b
tain
o
p
tim
u
m
cir
cle
n
u
m
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er
,
t
h
er
e
ar
e
f
o
u
r
p
ar
a
m
eter
s
t
h
a
t
r
eq
u
ir
e
to
b
e
co
n
tr
o
lled
w
h
ic
h
ar
e
ac
cu
m
u
la
to
r
th
r
es
h
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ld
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al
u
e,
m
in
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m
u
m
d
is
ta
n
ce
t
h
at
m
u
s
t b
e
ex
i
s
t b
et
w
ee
n
t
w
o
cir
cles,
m
in
i
m
u
m
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iu
s
an
d
m
a
x
i
m
u
m
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ad
iu
s
o
f
t
h
e
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r
cle.
I
n
th
is
p
r
o
j
ec
t,
s
u
ch
p
ar
a
m
eter
s
ar
e
tu
n
ed
to
b
e
5
.
5
,
7
5
,
5
0
an
d
9
0
r
esp
ec
tiv
el
y
.
T
h
en
,
t
h
e
n
u
m
b
er
o
f
d
et
ec
ted
cir
cles
w
il
l
also
co
u
n
ted
as
R
B
C
.
Af
ter
t
h
at,
th
e
co
u
n
ted
n
u
m
b
er
o
f
R
B
C
is
s
av
ed
in
g
lo
b
al
v
ar
iab
le
f
o
r
d
ata
m
an
a
g
e
m
e
n
t.
2
.
2
.
2.
User
I
nte
rf
a
ce
(
UI)
Desig
n
I
n
t
h
is
p
h
a
s
e,
t
h
e
UI
is
d
esi
g
n
ed
f
o
r
u
s
er
to
in
s
er
t
t
h
e
d
ata
an
d
v
ie
w
t
h
e
r
esu
lts
.
T
h
er
e
ar
e
f
e
w
UI
s
th
at
h
ad
b
ee
n
d
esi
g
n
ed
,
w
h
ic
h
ar
e
Sa
m
p
le
L
i
s
t
A
cti
v
it
y
,
Vie
w
L
i
s
t
A
cti
v
it
y
a
n
d
I
m
a
g
e
Vie
w
A
ct
iv
it
y
.
I
n
Sa
m
p
le
L
i
s
t
A
c
tiv
it
y
,
th
e
lis
t
o
f
all
cr
ea
ted
s
a
m
p
les
is
s
h
o
w
n
.
Fig
u
r
e
8
i
llu
s
tr
ates
t
h
e
UI
s
o
f
Sa
m
p
le
L
is
t
A
c
tiv
it
y
,
Vie
w
L
i
s
t
A
cti
v
it
y
a
n
d
I
m
a
g
e
Vie
w
Activ
it
y
.
(
a)
(
b
)
(
c)
Fig
u
r
e
8
.
(
a)
Sam
p
le
L
is
t
A
cti
v
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,
(
b
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w
L
is
t
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ct
iv
i
t
y
a
n
d
(
c)
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m
ag
e
Vie
w
A
c
tiv
it
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I
n
Sa
m
p
le
L
is
t
Acti
v
it
y
w
h
ic
h
s
h
o
w
s
i
n
Fig
u
r
e
8
(
a)
,
th
er
e
is
a
li
s
t
v
ie
w
,
w
h
ic
h
co
n
ta
in
s
a
ll
t
h
e
s
a
m
p
les
in
f
o
r
m
at
io
n
f
r
o
m
t
h
e
d
atab
ase,
an
d
an
ed
it
tex
t
f
iel
d
,
w
h
ic
h
allo
w
u
s
er
s
to
s
ea
r
ch
th
e
s
a
m
p
le
i
f
th
er
e
is
m
a
n
y
s
a
m
p
le
s
s
h
o
w
n
i
n
th
e
lis
t
v
ie
w
.
U
s
er
s
ar
e
also
allo
w
ed
to
p
r
ess
th
e
d
esire
d
s
a
m
p
le
in
th
e
s
a
m
p
le
li
s
t
f
o
r
o
b
tain
in
g
th
e
v
ie
w
li
s
t i
n
t
h
e
Vie
w
L
is
t
Activ
it
y
.
B
esid
es,
th
er
e
is
an
“A
d
d
n
e
w
s
a
m
p
le”
b
u
tto
n
,
w
h
ic
h
al
lo
w
u
s
er
s
to
k
e
y
i
n
t
h
e
s
a
m
p
le
n
a
m
e
f
o
r
ad
d
in
g
s
a
m
p
le
in
to
th
e
d
atab
ase,
an
d
a
“Res
e
t
Data
”
i
n
t
h
e
m
en
u
b
u
tto
n
,
w
h
ic
h
allo
w
u
s
er
s
to
clea
r
all
th
e
d
ata
in
th
e
d
atab
ase
in
c
lu
d
i
n
g
th
e
i
m
ag
e
s
th
a
t sto
r
ed
in
in
ter
n
al
s
to
r
ag
e.
I
n
Vie
w
L
is
t
A
ct
iv
i
t
y
w
h
ich
s
h
o
w
s
in
Fi
g
u
r
e
8
(
b
)
,
th
er
e
is
a
lis
t
v
ie
w
,
w
h
ic
h
co
n
tai
n
all
th
e
i
m
a
g
e
s
in
f
o
r
m
atio
n
f
r
o
m
t
h
e
d
atab
as
e,
an
d
allo
w
u
s
er
to
v
ie
w
t
h
e
r
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lt
o
f
t
h
e
a
n
al
y
s
is
if
th
e
i
m
ag
e
s
i
s
an
a
l
y
s
ed
.
Fu
r
t
h
er
m
o
r
e,
th
er
e
is
a
“
C
ap
t
u
r
e”
b
u
tto
n
,
w
h
ich
allo
w
u
s
er
s
to
s
n
ap
a
p
ict
u
r
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i
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g
ca
m
er
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ap
p
licatio
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d
R
BC
S
e
g
m
e
n
t
a
t
i
o
n
R
BC
C
o
un
t
i
n
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Evaluation Warning : The document was created with Spire.PDF for Python.
I
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N:
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m
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m
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is
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ic
h
s
h
o
w
s
i
n
Fig
u
r
e
8
(
c)
,
th
e
i
m
ag
es
b
e
f
o
r
e
an
d
af
ter
a
n
al
y
s
i
s
ar
e
s
h
o
w
n
in
t
h
e
UI
.
B
esid
es,
th
e
n
u
m
b
er
o
f
R
B
C
co
u
n
t,
W
B
C
C
o
u
n
t,
ti
m
e
elap
s
ed
f
o
r
t
h
e
an
al
y
s
is
ti
m
e
ta
k
e
n
,
d
ate
cr
ea
ted
an
d
d
ate
an
al
y
s
ed
ar
e
s
h
o
w
n
in
t
h
e
UI
to
allo
w
u
s
er
s
to
v
ie
w
t
h
e
r
es
u
lt
s
in
t
h
e
I
m
a
g
e
Vie
w
A
cti
v
it
y
.
2
.
2
.
3.
I
m
a
g
e
Sto
ra
g
e
a
nd
Da
t
a
ba
s
e
M
a
na
g
em
e
nt
I
n
th
is
p
h
ase,
t
h
e
d
ata,
s
u
ch
as
th
e
i
m
a
g
es
a
n
d
o
th
er
cr
u
cial
i
n
f
o
r
m
atio
n
ar
e
s
av
ed
at
s
p
ec
i
f
ic
s
to
r
ag
e
f
o
r
f
u
r
t
h
er
r
ef
er
en
ce
a
n
d
d
ev
e
lo
p
m
e
n
t
p
u
r
p
o
s
es.
T
h
er
e
ar
e
tw
o
t
y
p
e
s
o
f
d
ata
ar
e
r
eq
u
ir
ed
to
b
e
s
to
r
ed
,
w
h
ic
h
ar
e
i
m
ag
e
t
y
p
e
an
d
in
f
o
r
m
at
io
n
t
y
p
e.
Fo
r
i
m
a
g
e
t
y
p
e
d
ata,
all
t
h
e
i
m
ag
e
s
ar
e
s
a
v
ed
in
J
P
E
G
f
o
r
m
at
a
n
d
f
o
llo
w
t
h
e
d
ir
ec
to
r
y
as
s
h
o
w
n
i
n
Fig
u
r
e
9
(
a)
.
(
a)
(
b
)
Fig
u
r
e
9
.
(
a)
I
m
ag
e
f
ile
s
ar
e
s
av
e
in
t
h
e
d
ir
ec
to
r
y
ac
co
r
d
in
g
t
o
th
e
s
a
m
p
le
n
a
m
e,
(
b
)
T
h
e
tab
les
w
i
th
co
l
u
m
n
in
f
o
r
m
atio
n
i
n
SQ
L
ite
d
atab
ase
T
h
e
i
m
ag
e
s
t
y
p
e
f
i
les
h
av
e
t
w
o
cla
s
s
i
f
icatio
n
,
o
n
e
i
s
o
r
ig
i
n
al
i
m
a
g
e
ca
p
tu
r
ed
f
r
o
m
t
h
e
ca
m
er
a
o
r
co
p
ied
f
r
o
m
t
h
e
e
x
is
t
in
g
s
to
r
ag
e,
n
a
m
ed
a
s
I
MG
_
<I
D>
.
J
P
G
; a
n
o
t
h
er
is
t
h
e
p
r
o
ce
s
s
ed
i
m
a
g
e
a
f
ter
t
h
e
n
u
m
b
er
o
f
R
B
C
an
d
W
B
C
ar
e
co
u
n
ted
,
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a
m
ed
as
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MG
_
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D>
_
R
.
J
P
G.
T
h
er
e
ar
e
s
av
ed
in
f
o
ld
er
th
at
ac
co
r
d
in
g
to
th
eir
o
w
n
p
ar
en
t d
ir
ec
to
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y
,
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ich
th
e
n
a
m
e
o
f
t
h
e
d
ir
ec
to
r
y
i
s
b
ased
o
n
th
e
s
a
m
p
le
n
a
m
e.
Fu
r
t
h
er
m
o
r
e,
in
f
o
r
m
atio
n
t
y
p
e
d
ata
ar
e
s
to
r
ed
in
SQL
ite,
w
h
ic
h
is
i
n
ter
n
a
l
d
atab
ase
th
at
f
o
u
n
d
in
An
d
r
o
id
O
p
er
atin
g
S
y
s
te
m
.
Fi
g
u
r
e
9
(
b
)
illu
s
tr
ate
s
th
e
d
ata
ar
r
an
g
e
m
e
n
t in
SQ
L
ite
f
o
r
th
is
p
r
o
j
ec
t.
Fo
r
SQLite
d
atab
ase,
th
er
e
ar
e
t
w
o
tab
le
s
t
h
at
cr
ea
ted
in
th
i
s
p
r
o
j
ec
t,
w
h
ic
h
ar
e
n
a
m
ed
as
“
Sa
m
p
le
”
an
d
“
Vie
w
”.
T
h
ese
t
w
o
tab
les
ar
e
r
esp
o
n
s
ib
le
to
s
av
e
all
th
e
in
f
o
r
m
a
tio
n
s
u
c
h
as
th
e
s
a
m
p
le
n
a
m
e,
t
h
e
i
m
a
g
e
v
ie
w
n
a
m
e,
t
h
e
r
es
u
lt
o
f
R
B
C
an
d
W
B
C
co
u
n
t,
t
i
m
e
elap
s
ed
f
o
r
th
e
an
a
l
y
s
is
ti
m
e
ta
k
e
n
,
d
ate
cr
ea
ted
an
d
d
ate
m
o
d
i
f
ied
.
Hen
ce
,
all
o
f
th
e
s
e
d
ata
ar
e
ab
le
d
is
p
lay
in
t
h
e
UI
f
o
r
r
ef
er
en
ce
u
s
e.
3.
RE
SU
L
T
S
A
ND
AN
AL
Y
S
IS
I
n
th
is
s
ec
tio
n
,
t
h
e
p
er
f
o
r
m
an
ce
o
f
t
h
e
s
y
s
te
m
w
as
e
v
al
u
at
ed
b
ased
o
n
th
e
1
5
i
m
ag
e
s
,
wh
er
e
th
e
s
e
i
m
a
g
es
ar
e
ca
p
tu
r
ed
f
r
o
m
t
h
e
ed
u
ca
tio
n
al
t
y
p
e
b
lo
o
d
s
m
ea
r
p
r
o
v
id
ed
b
y
t
h
e
s
u
p
p
lier
.
Fo
r
th
e
f
o
r
m
er
ass
es
s
m
en
t,
t
h
e
q
u
a
n
ti
tati
v
e
m
ea
s
u
r
e
m
e
n
t
is
p
er
f
o
r
m
ed
u
s
in
g
co
n
f
u
s
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n
m
atr
ice
s
,
w
h
ic
h
ar
e
T
r
u
e
P
o
s
itiv
e
(
T
P
)
,
T
r
u
e
Neg
ati
v
e
(
T
N)
,
Fals
e
P
o
s
itiv
e
(
FP
)
an
d
Fals
e
Ne
g
ati
v
e
(
FN)
p
ar
a
m
eter
s
.
E
v
e
n
t
u
all
y
t
h
e
ac
c
u
r
ac
y
,
p
r
ec
is
io
n
an
d
r
ec
all
ar
e
ca
lc
u
l
ated
u
s
i
n
g
th
e
E
q
u
atio
n
(
1
)
.
A
cc
u
r
ac
y
p
r
o
v
id
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e
v
al
u
atio
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eg
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g
h
o
w
w
e
ll
th
e
o
v
er
all
s
y
s
te
m
p
er
f
o
r
m
a
n
c
e
w
i
th
r
e
s
p
ec
t
to
th
e
g
r
o
u
n
d
tr
u
th
d
ata.
P
r
ec
is
io
n
s
h
o
w
s
i
n
f
o
r
m
atio
n
ab
o
u
t
h
o
w
m
an
y
o
f
d
etec
ted
W
B
C
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e
co
r
r
ec
tly
w
h
er
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s
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ec
all
g
iv
e
s
h
o
w
m
a
n
y
W
B
C
i
s
co
r
r
ec
tl
y
co
u
n
ted
f
r
o
m
th
e
w
h
o
le
i
m
a
g
e,
an
d
t
h
ese
t
h
r
ee
p
ar
am
eter
s
w
ill b
e
an
al
y
s
ed
o
n
R
B
C
.
(
1
)
Evaluation Warning : The document was created with Spire.PDF for Python.
I
SS
N
:
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8
8
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er
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s
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ates
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t
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ac
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r
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f
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y
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v
e
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0
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%
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t
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e
W
B
C
f
r
o
m
b
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s
m
ea
r
ed
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m
a
g
es.
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t
s
h
o
ws
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at
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s
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1
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3027
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Ka
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[2
]
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.
Öre
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[4
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ri,
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.
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.
Kim
,
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[9
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la,
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A
l
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n
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ED:
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o
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se
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ra
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De
v
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o
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tri
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u
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.
El
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g
.
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o
l.
0
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p
p
.
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–
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3
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2
0
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6
.
[1
1
]
K.
Ch
u
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Z
.
J.
S
m
it
h
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n
d
S
.
W
a
c
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2
]
K.
Ro
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3
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D.
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4
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6
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R.
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p
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7
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mm
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(
ICT
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t
Un
iv
e
rsiti
T
u
n
Hu
ss
e
in
On
n
M
a
lay
sia
(UT
HM).
His
c
u
rre
n
t
in
tere
sts
in
c
lu
d
e
in
teg
ra
ted
c
ircu
it
d
e
sig
n
,
d
e
v
ice
si
m
u
latio
n
(T
C
A
D)
a
n
d
u
se
r
in
terf
a
c
e
a
n
d
e
x
p
e
rien
c
e
(UI
a
n
d
U
X
)
d
e
sig
n
.
J
a
c
q
u
e
li
n
e
An
g
J
ie
Yi
w
a
s
b
o
r
n
i
n
Ku
a
la
L
u
m
p
u
r,
M
a
lay
sia
,
in
1
9
9
4
.
S
h
e
re
c
e
iv
e
d
M
a
lay
sia
n
Hig
h
e
r
S
c
h
o
o
l
Ce
rti
f
ica
te
(S
T
P
M
)
f
ro
m
S
M
K
Ba
tu
8
,
Ja
lan
P
u
c
h
o
n
g
i
n
2
0
1
3
.
S
h
e
is
c
u
rre
n
tl
y
d
o
i
n
g
a
Ba
c
h
e
lo
r
De
g
re
e
o
f
El
e
c
tro
n
ic
En
g
in
e
e
rin
g
a
t
Un
iv
e
rsiti
T
u
n
Hu
ss
e
in
On
n
M
a
lay
sia
(UT
HM).
He
r
c
u
rre
n
t
in
tere
sts in
c
lu
d
e
p
r
o
g
ra
m
m
in
g
a
n
d
e
lec
tro
n
i
c
c
ircu
it
d
e
sig
n
.
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