Research Article
An Incremental Two-Dimensional Principal Component Analysis for Object Recognition
Table 6
Comparison of the running memory on the ORL database.
| ā | 2DPCA [12] | I2DPCA | RC2DPCA [18] | IRC2DPCA | Feature extraction memory(B) | Classification memory(B) | Feature extraction memory(B) | Classification memory(B) | Feature extraction memory(B) | Classification memory(B) | Feature extraction memory(B) | Classification memory(B) |
| 1 | 8413 | 8298 | 8441 | 8355 | 8474 | 8298 | 8413 | 8206 | 2 | 9060 | 8351 | 8421 | 8339 | 9252 | 8302 | 8437 | 8306 | 3 | 12427 | 8339 | 8396 | 8343 | 12658 | 8323 | 8404 | 8306 | 4 | 15810 | 8294 | 8404 | 8323 | 16142 | 8206 | 8421 | 8206 | 5 | 19169 | 8318 | 8404 | 8327 | 19603 | 8227 | 8429 | 8231 |
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