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Table 2 Average time per image in each processing step

From: Microaneurysms detection in color fundus images using machine learning based on directional local contrast

Steps

Average time (ms) of different resolutions

Average time of Dashtbozorg [22]

\({2544}\times {1696}\)

\({1440}\times {960}\)

\({1500}\times {1152}\)

Preprocessing

\(\sim 4409\)

\(\sim 1229\)

\(\sim 2528\)

\(\sim 11.0\) s

MA Candidate extraction

\(\sim 14997\)

\(\sim 701\)

\(\sim 75\)

\(\sim 52.5\) s

Making candidate patch

\(\sim 222\)

\(\sim 33\)

\(\sim 14\)

Feature extraction

\(\sim 4591\)

\(\sim 561\)

\(\sim 17\)

\(\sim 98.4\) s

Classification

\(\sim 4599\)

\(\sim 568\)

\(\sim 5\)

\(\sim 18.1\) s