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7. BioFilters
BioFilter matches two whole images. BioFilter is better than Unsupervised Matching, but it requires a process called training. Training teaches the BioFilter who should match with whom. The BioFilter learns how to match the image features.
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The advantage of the BioFilter is that it does not require a lot of training data.
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The disadvantage of the BioFilter is that it has a lower identification rate than the Neural Filter.
Chapter contents include:
7.1 BioFilter Overview
7.2 Training
7.3 Parameters
7.4 Label Recognition Training
7.5 N:N Matching
7.6 1:N Matching
7.7 Analysis
7.8 Batch Duplication
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