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Table 3 Categories of features used for cell classification.

From: An automatic segmentation and classification framework for anti-nuclear antibody images

Category

Features No.

Description

STATS

3

Intensity statistics of blobs: mean, variation, and skewness

TAMURA

3

Coarseness, contrast, and directionality

HARALICK

16

Contrast, correlation, energy, and homogeneity in co-occurrence matrix with degrees 0, 45, 90, and 135.

FTS

45

Fuzzy texture spectrum based on the relative intensity levels among pixels

LR

3

Statistics of light regions: No. of regions as well as mean and variation of intensity

DR

3

Statistics of dark regions: No. of regions as well as mean and variation of intensity

LBP8

10

Calculated based on 8 neighbors the distance of one

LBP16

18

Calculated based on 16 neighbors the distance of one

LBP24

26

Calculated based on 24 neighbors the distance of one

ENTROPY

1

Intensity statistic of blobs

DPC

1

Intensity difference between perimeter and central area

Total

129

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