Table 3 Comparison of average execution time with other methods of 12 testing images
From: Automatic screening of cervical cells using block image processing
Time (s) | |
|---|---|
Step of our method | |
Image resize, block-processing, background-removal | 0.701 |
Feature selection | 1.410 |
Classification | 0.025 |
Total | 2.136 |
Step of method in [16] | |
Background extraction using Otsu | 2.845 |
Candidate cell nuclei detection | 62.391 |
Total | 65.236 |
Step of method in [4] | |
Background extraction using top-hat and thresholding | 3.699 |
Segmentation of cells using a multi-scale hierarchical method | >100 |
Total | >100 |
Step of method in [37] | |
Background extraction using MF K-means | 19.737 |
Edge enhancement and GVF Snake | |
Total | >19.737 |