Table 10 MAP evaluations of state-of-the-art methods for the Holidays and ZuBuD collections
From: Localizing global descriptors for content-based image retrieval
| Â | Holidays | Â | ZuBuD | ||
|---|---|---|---|---|---|
Re-implemented | Â | ||||
CEDD | global | 0.7263 | CEDD | global | 0.7226 |
SCD | global | 0.5369 | SCD | global | 0.3508 |
CLD | global | 0.6480 | CLD | global | 0.5874 |
EHD | global | 0.5551 | EHD | global | 0.3819 |
OppHist | global | 0.6583 | OppHist | global | 0.5809 |
SIFT | BOVW-512/nnc | 0.6914 | SIFT | BOVW-2048/nnc | 0.6240 |
SURF | BOVW-512/nnc | 0.6777 | SURF | BOVW-2048/nnc | 0.6131 |
SIFT(V) | VLAD-64 | 0.7581 | SIFT(V) | VLAD-64 | 0.7582 |
SURF(V) | VLAD-16 | 0.7169 | SURF(V) | VLAD-64 | 0.6922 |
Reported in literature | Â | ||||
Co-indexing [57] | 0.8090 | SIFT global search [2] | 0.8130 | ||
Improving BoF [19] | 0.8130 | Color histogram [2] | 0.7560 | ||
Asymmetric HE [58] | 0.7940 | LF patches histogram [2] | 0.6470 | ||
Coupled Binary Embed [51] | 0.7960 | LF patches signature [2] | 0.4260 | ||