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On the Resource Management task, although the performance of the template matching system fell below the best published HMM results, the word error patterns of the two types of systems were found to be different and their combination was beneficial.
Results show better performance of the template matching-based systems over the systems that employ the phone transcription of each query obtained from a phone decoding followed by a text-based STD-like search to hypothesize detections.
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The performance of the rule template consists of two transactions.
The performance of the rule template consists of a sequence of two transactions.
These data suggest that metric learning could rarely worsen the prediction performance of the good template datasets, which have already achieved favorable separation via the Euclidean metric.
In addition to the increased performance of the protected templates when the secret key of a user is kept safe, another advantage of biometric hashing lies in the ease of revoking a transformed template by changing the associated secret key.
Good correlation was found between the modelling results and the performance of the materials in the template re-binding study.
Matching performance of the designed cancelable templates compares favorably with state-of-the-art methods that also involve binary biometric representations; for example, the Equal Error Rate of the proposed method in the lost-token scenario is 1% for FVC2002 DB1, 2% for FVC2002 DB2 and 5.2% for FVC2002 DB3.
Future study is to be done on more samples to further verify the performance of both the new template selection method and the proposed framework.
We are currently improving the performance of the method for hard template-based targets by increasing the accuracy of model ranking and integrating ab initio modeling with TBM to enhance model generation.
To evaluate the performance of template matching on tomograms of stained sections, we generated several templates representing a piece of microtubule or patches of membranes of different staining-thicknesses.
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Justyna Jupowicz-Kozak
CEO of Professional Science Editing for Scientists @ prosciediting.com