2 search results - page 1 / 1 » Cleaning Training-Datasets with Noise-Aware Algorithms |
ENC
2006
IEEE
13 years 11 months ago
2006
IEEE
We introduce a novel learning algorithm for noise elimination. Our algorithm is based on the re-measurement idea for the correction of erroneous observations and is able to discri...
CVPR
2005
IEEE
14 years 7 months ago
2005
IEEE
Training datasets for learning of object categories are often contaminated or imperfect. We explore an approach to automatically identify examples that are noisy or troublesome fo...