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Table 2 Summary of feature vectors

From: Image features for quality analysis of thick blood smears employed in malaria diagnosis

Feature vector

Type of data

Dimensions

Hist\(_{15}\)_H

Normalized

1 x 15

No normalized

Hist\(_{15}\)_S

Normalized

No normalized

Hist\(_{15}\)_HS

Normalized

No normalized

[\(\hbox {H}_{5}\), \(\hbox {S}_{35}\), \(\hbox {V}_{114}\)]

Normalized

1 x 3

No normalized

[\(\hbox {H}_{PCA1}\), \(\hbox {H}_{PCA2}\), \(\hbox {H}_{PCA3}\)]

Normalized

1 x 3

No normalized

[\(\hbox {S}_{PCA1}\), \(\hbox {S}_{PCA2}\), \(\hbox {S}_{PCA3}\)]

Normalized

No normalized

[\(\hbox {HS}_{PCA1}\), \(\hbox {HS}_{PCA2}\), \(\hbox {HS}_{PCA3}\)]

Normalized

No normalized

[\(\hbox {H}_{PCA1}\), \(\hbox {H}_{PCA2}\), \(\hbox {H}_{PCA3}\), \(\hbox {S}_{PCA1}\), \(\hbox {S}_{PCA2}\), \(\hbox {S}_{PCA3}\), \(\hbox {HS}_{PCA1}\), \(\hbox {HS}_{PCA2}\), \(\hbox {HS}_{PCA3}\)]

Normalized

1 x 9

No normalized

[\(\hbox {H}_{var}\), \(\hbox {S}_{var}\), \(\hbox {HS}_{var}\)]

Normalized

1 x 3

No normalized

[\(\hbox {H}_{corr}\),S\(_{corr}\),\(\hbox {HS}_{corr}\)]

No normalized

1 x 3