Research Article
Analysis of Vessel Segmentation Based on Various Enhancement Techniques for Improvement of Vessel Intensity Profile
Table 16
The average results from DRIVE and CHASE_DB1 data sets were compared with some other approaches.
| Approaches | DRIVE | CHASE_DB1 | Sen | Acc | Sp | Sen | Acc | Sp |
| Cinsdikici and Aydın [26] | — | 0.929 | — | — | — | — | Zhang et al. [27] | 0.712 | 0.938 | — | — | — | — | Rawi et al. [29] | — | 0.953 | — | — | — | — | Rawi and Karajeh [30] | — | 0.942 | — | — | — | — | Sreejini and Govindan [31] | 0.713 | 0.963 | 0.986 | — | — | — | Chaudhari et al. [32] | | 0.867 | — | — | — | — | Soares et al. [33] | — | 0.946 | — | — | — | — | Shabbir et al. [34] | — | 0.950 | — | — | — | — | Aguirre-Ramos et al. [35] | 0.785 | 0.950 | 0.966 | — | — | — | Yavuz and Kose [36] | 0.677 | 0.957 | 0.978 | — | — | — | Farokhian et al. [37] | 0.693 | 0.939 | 0.979 | — | — | — | Sundaram et al. [38] | 0.690 | 0.930 | 0.940 | 0.710 | 0.950 | 0.960 | Dash et al. [36] | 0.756 | 0.952 | 0.981 | 0.770 | 0.950 | 0.970 | Primitivo et al. [41] | 0.846 | 0.961 | 0.970 | — | — | — | Hashemzadeh and Azar [42] | 0.783 | 0.953 | 0.980 | 0.773 | 0.962 | 0.984 | Khawaja et al. [44] | 0.802 | 0.956 | 0.973 | — | — | — | Wang et al. [45] | 0.807 | 0.956 | 0.978 | 0.842 | 0.970 | 0.982 | Original Gabor filter | 0.643 | 0.921 | 0.947 | 0.690 | 0.911 | 0.934 | Proposed GCADW integrated with the Gabor filter | 0.659 | 0.930 | 0.950 | 0.704 | 0.920 | 0.937 | Proposed homomorphic filter integrated with the Gabor filter | 0.637 | 0.929 | 0.946 | 0.648 | 0.917 | 0.938 | Proposed JHE integrated with the Gabor filter | 0.684 | 0.950 | 0.962 | 0.736 | 0.941 | 0.950 | Proposed unsharp masking filter integrated with the Gabor filter | 0.640 | 0.951 | 0.952 | 0.675 | 0.913 | 0.933 | Proposed adaptive unsharp masking filter integrated with the Gabor filter | 0.720 | 0.951 | 0.960 | 0.735 | 0.953 | 0.974 | Proposed PSO unsharp masking filter integrated with the Gabor filter | 0.748 | 0.959 | 0.980 | 0.759 | 0.961 | 0.984 |
|
|