Research Article
Image Object Recognition via Deep Feature-Based Adaptive Joint Sparse Representation
Table 1
Recognition rate (%) on extended YaleB data set.
| Dimensions | 25 | 50 | 75 | 100 | 150 |
| LR | 75.97 | 84.39 | 88.21 | 89.09 | 91.14 | ESRC | 73.86 | 85.33 | 88.37 | 90.20 | 91.20 | CRC | 59.64 | 79.13 | 84.39 | 88.82 | 92.64 | SRC | 72.98 | 85.22 | 88.43 | 90.48 | 92.30 | RRC | 79.40 | 85.77 | 90.03 | 90.81 | 93.74 | DLRR | 85.44 | 89.81 | 89.92 | 92.25 | 93.05 | SDD | 89.70 | 92.03 | 92.41 | 92.69 | 92.75 | D-AJSR(8) | 93.16 | 96.05 | 96.84 | 96.58 | 97.37 |
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