Research Article

Integrating SOMs and a Bayesian Classifier for Segmenting Diseased Plants in Uncontrolled Environments

Table 1

Weights of the color groups.

Label Clusters Neurons

1 NV (41.26, 167.16) (39.14, 159.57) (35.43, 171.94) (49.21, 169.97)
V (59.16, 178.98) (52.24, 198.69) (51.38, 181.41) (56.37, 169.22) (64.14, 182.73) (67.90, 175.4) (62.93, 166.40)

2 NV (38.17, 163.41) (39.71, 155.54) (36.63, 171.28) (41.28, 187.83)
V (58.06, 179.94) (69.20, 177.63) (54.20, 169.54) (52.32, 198.74) (66.75, 174.24) (63.90, 167.44) (58.74, 184.15)

3 NV (45.41, 164.34) (33.76, 191.09) (35.58, 167.74) (42.55, 156.83)
V (52.73, 187.60) (58.09, 168.46) (53.88, 192.54) (60.34, 183.13) (49.08, 180.95) (68.03, 175.43) (51.28, 202.48)

4 NV (47.18, 193.35) (35.75, 169.29) (42.50, 156.78) (36.97, 197.03)
V (53.84, 170.14) (63.75, 168.50) (59.93, 181.35) (52.29, 184.13) (52.27, 198.88) (68.15, 175.92) (52.96, 168.98)

5 NV (44.73, 167.02) (45.84, 159.30) (46.51, 173.27) (34.92, 171.31) (36.41, 162.74)
V (55.69, 188.93) (64.49, 180.24) (53.44, 191.91) (53.56, 181.08) (59.96, 168.45) (51.29, 202.50)

6 NV (37.43, 172.39) (33.93, 191.49) (42.66, 156.74) (35.71, 168.93)
V (58.74, 180.29) (62.55, 184.94) (55.72, 172.1) (51.12, 182.61) (52.23, 198.66) (62.76, 166.7) (68.04, 176.7)

7 NV (49.33, 167.52) (37.29, 171.13) (52.38, 191.73) (40.96, 155.81) (48.47, 175.31) (51.29, 202.50)
V (58.32, 187.88)(56.08, 169.29) (60.81, 181.56) (68.82, 175.71) (63.82, 166.05)

8 NV (44.62, 197.96) (35.75, 169.29) (42.5, 156.78) (36.97, 197.03)
V (53.33, 172.42) (63.75, 168.5) (52.29, 184.13) (52.27, 198.88) (59.93, 181.35) (67.57, 177.05) (51.53, 169.82)

9 NV (47.08, 169.14) (47.16, 178.72) (39.06, 159.53) (35.41, 171.93) (52.34, 168.30) (51.30, 202.50)
V (58.40, 187.33) (53.35, 190.97) (59.68, 180.49) (69.28, 175.36) (61.41, 167.20)

9 NV (44.30, 167.84) (43.41, 157.05) (52.22, 156.84) (53.72, 168.62) (41.79, 165.66) (30.38, 191.05)
V (66.63, 182.29) (66.04, 198.96) (64.26, 175.46) (66.78, 186.03) (69.44, 168.72)