Ijret mammogram image segmentation using rough clustering

Page 9

IJRET: International Journal of Research in Engineering and Technology 11,000

Performance Analysis on K-Means segmentation in-order to error rate (MSE)

1.24e+ 004

mdb0 72

1.61e+ 004

mdb0 18

1.56e+ 004

mdb11 4

1.31e+ 004

mdb2 13

1.15e +004

mdb2 90

Error rate ( MSE )

MSE mdb0 17

0 45 90 135

10,000

1.18e +004

9,000

8,000 7,000

6,000 5,000

1.18e+ 004

1.24e+ 004

1.20e+ 004

1.05e+ 004

1.03e +004

1.08e +004

1.19e+ 004

1.82e+ 004

1.27e+ 004

1.07e+ 004

1.06e +004

1.18e +004

1.25e+ 004

1.86e+ 004

1.24e+ 004

1.28e+ 004

1.15e +004

1.24e +004

Mdb017

Mdb018 Mdb114 Images

Mdb213

Mdb290

120 115 110 105 100

Performance Analysis on K-Means segmentation in-order to error rate (RMSE)

95 90 85 80 75 70

RMSE mdb0 17

mdb0 72

mdb0 18

mdb11 4

mdb2 13

Mdb017

Mdb072

mdb2 90

Mdb018 Mdb114 Images

Mdb213

Mdb290

(b) 4

1.5

111.61

108.97

109.34

127.26

111.41

135.16

119.82

109.81

112.85

114.64

102.23

103.77

107.2 7

108.9 1

101.8 5

104.2 6

103.2 9

108.9 3

136.69

111.66

113.55

107.3 8

0 45 90 135

1.3 1.2 1.1 1 0.9 0.8 0.7

111.99

x 10

1.4

Error Rate ( MSE )

Sa mpl e Ima ge An gle 00 An gle 450 An gle 900 An gle 135 0

Mdb072

(a)

Error rate ( RMSE )

Sa mpl e Ima ge An gle 00 An gle 450 An gle 900 An gle 135 0

eISSN: 2319-1163 | pISSN: 2321-7308

Mdb 017

Mdb 072

111.5 8

Mdb 018

Mdb 114

Mdb 213

Mdb 290

Images

(c) 120 0 45 90 135

115

Error rate ( RMSE )

110 105 100 95 90 85

Mdb 017

Mdb 072

Mdb 018 Mdb 114 Images

Mdb 213

Mdb 290

(d)

__________________________________________________________________________________________ Volume: 02 Issue: 10 | Oct-2013, Available @ http://www.ijret.org

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