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I
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SN
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252
-
88
14
IJ
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201
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–
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t
he
da
t
a
ba
s
e
o
f
t
he
pr
o
pos
e
d
s
y
s
t
e
m
[7
]
3.
R
ES
U
LTS
A
N
D
D
I
S
C
U
S
S
I
O
N
T
he
P
r
op
os
e
d
s
y
s
t
e
m
ha
ve
i
m
pl
e
m
e
nt
a
t
i
on
o
f
t
he
e
nt
i
r
e
p
r
oc
e
s
s
a
nd
w
hi
c
h
ha
s
pr
oc
e
s
s
a
nd
ex
ecu
t
i
o
n
t
i
m
e
accu
r
acy
h
as
b
een
d
i
s
cu
s
s
ed
i
n
t
h
e
s
y
s
t
em
.
T
h
e
r
e
s
ul
t
of
p
r
o
pos
e
d
s
ys
te
m
a
r
e
a
v
a
i
l
a
b
l
e
i
n
T
ab
l
e
1
T
a
b
l
e
1.
I
m
p
l
e
m
e
n
t
a
t
i
o
n
Re
s
u
l
t
o
f
P
r
o
p
o
s
e
d
S
ys
te
m
I
m
ag
e T
y
p
e
Ti
m
e
(i
n
s
e
c
)
Accu
r
ac
y
(
in
%
)
J
P
EG
0.
001
99.
3
MP
EG
0.
001
99.
4
B
MP
0.
002
99.
5
PNG
0.
001
99.
5
G
IF
0.
001
99.
4
PNM
0.
001
99.
5
B
AT
0.
003
99.
3
B
PG
0.
001
99.
4
F
r
om
t
he
im
ple
m
e
nt
a
t
i
on pa
r
t
t
he
di
s
c
us
s
i
o
n
h
as
b
een
m
ad
e t
h
at
t
h
e i
n
p
u
t
i
m
ag
e co
n
v
er
t
e
d
an
d
r
e
s
u
l
t
a
s
w
e
l
l
a
s
g
r
a
p
h
s
a
r
e
a
v
a
i
l
a
b
l
e
i
n
t
h
e
Fi
g
u
r
e
5
a
nd
F
igu
r
e
6
f
or
t
he
pr
op
os
e
d
s
y
s
t
e
m
.
F
i
g
u
re
5
.
G
ra
p
h
fo
r
i
m
ag
e
t
y
p
e
&
t
i
m
e
t
ak
en
f
o
r
c
o
nv
e
r
s
ion
F
i
g
u
r
e
6
.
G
r
ap
h
f
o
r
i
m
ag
e
t
y
p
e
&
a
cc
u
r
acy
f
r
o
m
t
h
e
c
o
nv
e
r
s
ion
4.
C
O
N
CL
U
S
I
O
N
T
h
e
e
x
p
e
r
i
m
e
n
t
a
l
r
e
s
u
l
t
s
r
e
p
o
r
t
e
d
i
n
t
h
i
s
pa
pe
r
s
h
o
w
n
i
n t
he
F
igur
e
5
an
d
F
i
g
u
r
e
6
fo
r t
h
e
pr
oc
e
s
s
i
ng a
n
d e
f
f
i
c
i
e
nc
y
of
t
he
e
nt
i
r
e
pr
o
pos
e
d s
y
s
t
e
m
i
s
pos
s
i
bl
e
t
he
ju
s
t
i
f
i
c
a
t
i
on s
ho
w
n
i
n t
he
i
m
p
l
e
m
e
n
t
a
t
i
o
n
p
a
r
t
i
s
a
v
a
i
l
a
b
l
e
.
T
h
e
pr
opo
s
e
d
s
ys
te
m
d
e
a
ls
w
ith s
e
c
ur
ity o
f
th
e
pr
e
s
e
n
t te
c
hno
logy a
nd
w
hi
c
h
gi
ve
s
t
h
e
i
np
ut
f
or
t
he
i
s
s
ue
s
i
n
t
he
pr
e
s
e
nt
s
y
s
t
e
m
a
nd
s
ol
ut
i
on
t
o t
he
i
s
s
ue
s
of
t
h
e
pr
e
s
e
nt
t
e
c
hn
ol
o
gy
f
o
r
t
h
e
b
i
o
m
ed
i
cal
ap
p
l
i
cat
i
o
n
f
o
r
t
h
e
m
ed
i
cal
s
ect
o
r
f
o
r
p
r
i
v
acy
an
d
h
i
g
h
l
y
c
o
n
f
i
d
e
n
t
i
a
l
l
y
d
a
t
a
o
f
t
h
e
p
a
t
i
e
n
t
.
R
EF
ER
E
N
C
ES
[1]
ht
t
p:
/
/
w
w
w
.
m
a
m
m
oi
m
a
ge
.
O
rg
/
da
t
a
ba
s
e
s
/
[2]
B.
K
i
ra
n Ba
l
a
,
R.
S
a
s
i
kum
a
r,
Ide
nt
i
fi
c
a
t
i
on O
f Ca
n
c
e
r F
rom
T
he
M
a
m
m
ogra
m
I
m
a
ge
s
B
y
U
s
i
ng F
re
que
nc
y
D
om
a
i
n
A
pproa
c
he
s
,
Int
e
r
nat
i
onal
J
our
n
al
of
Che
m
T
e
c
h
R
e
s
e
ar
c
h
,
A
pri
l
2017,
V
ol
um
e
10 N
o.
5
.
[3]
B.
K
i
ra
n Ba
l
a
,
A
N
ove
l
A
pproa
c
h t
o Ide
n
t
i
f
y
t
h
e
M
i
c
ro c
a
l
c
i
fi
c
a
t
i
on Im
a
ge
s
,
J
our
nal
of
Che
m
i
c
al
and
P
h
a
r
m
a
ceu
t
i
ca
l
S
ci
en
ces
,
S
pe
c
i
a
l
Is
s
ue
2:
F
e
brua
r
y
2017,
P
a
ge
s
1
90
-
192.
[4]
B.
K
i
ra
n B
a
l
a
,
B
i
om
e
t
ri
c
s
for M
o
bi
l
e
B
a
nki
ng
,
Int
e
r
nat
i
o
nal
J
our
nal
of
T
e
c
hnol
og
y
A
nd E
ngi
ne
e
r
i
n
g
S
ys
t
em
,
2011,
V
ol
um
e
2,
Is
s
ue
1,
P
a
ge
s
95
-
97.
[5]
B.
K
i
ra
n Ba
l
a
,
T
.
m
.
ni
t
h
y
a
,
Re
m
e
d
y
F
or D
i
s
e
a
s
e
A
ffe
c
t
e
d Ir
i
s
In Iri
s
Re
c
og
ni
t
i
on,
Int
e
r
nat
i
onal
J
our
nal
of
R
es
ea
r
ch
i
n
E
n
g
i
n
eer
i
n
g
a
nd T
e
c
hnol
ogy
,
N
ove
m
be
r Is
s
ue
2012,
IS
S
N
:
2319
–
1
163,
pa
g
e
N
o
.
3
32
-
334.
[6]
B.
K
i
ra
n Ba
l
a
,
A
N
ove
l
A
pproa
c
h t
o G
e
n
e
ra
t
e
a
K
e
y
for
Cr
ypt
ogra
phi
c
A
l
go
ri
t
hm
,
J
our
nal
of
Che
m
i
c
a
l
an
d
P
ha
r
m
a
ceu
t
i
ca
l
S
ci
en
ces
,
S
pe
c
i
a
l
Is
s
ue
2:
F
e
brua
r
y
2017,
P
a
ge
s
229
-
231
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