Table 4. Class-wise comparison of recall for top 20 retrievals.
Class and Method | Visual words integration SIFT-SURF | Weighted average (0.7-0.3) SIFT-SURF | Color SIFT- EODH [37] | Spatial BoF [53] | SIFT-LBP [20] | HOG-LBP [20] |
---|---|---|---|---|---|---|
Africa | 12.02 ± 0.39 | 10.68 ± 0.16 | 14.92 | 12.80 | 11.40 | 11.00 |
Beach | 12.08 ± 0.28 | 11.34 ± 0.34 | 7.56 | 10.80 | 11.60 | 9.40 |
Buildings | 13.93 ± 0.75 | 13.53 ± 0.31 | 10.78 | 10.60 | 8.60 | 11.20 |
Buses | 18.73 ± 0.17 | 17.30 ± 0.30 | 19.34 | 18.80 | 18.60 | 18.20 |
Dinosaurs | 19.98 ± 0.01 | 19.95 ± 0.03 | 19.80 | 19.60 | 19.60 | 18.80 |
Elephants | 14.15 ± 0.38 | 13.52 ± 0.32 | 13.18 | 15.60 | 11.60 | 9.80 |
Flowers | 17.67 ± 0.15 | 17.30 ± 0.13 | 18.24 | 14.20 | 16.60 | 17.00 |
Horses | 16.55 ± 0.14 | 15.11 ± 0.19 | 17.38 | 18.60 | 13.60 | 10.40 |
Mountains | 12.22 ± 0.14 | 11.78 ± 0.21 | 11.70 | 8.40 | 9.20 | 7.40 |
Food | 13.02 ± 0.35 | 10.65 ± 0.32 | 12.44 | 10.00 | 10.60 | 11.00 |
Mean | 15.03 | 14.12 | 14.53 | 13.94 | 13.14 | 12.42 |