ECML: An Ensemble Cascade Metric-Learning Mechanism Toward Face Verification

IEEE Transactions on Cybernetics(2022)

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摘要
Face verification can be regarded as a two-class fine-grained visual-recognition problem. Enhancing the feature’s discriminative power is one of the key problems to improve its performance. Metric-learning technology is often applied to address this need while achieving a good tradeoff between underfitting, and overfitting plays a vital role in metric learning. Hence, we propose a novel ensemble c...
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关键词
Face,Measurement,Covariance matrices,Closed-form solutions,Visualization,Task analysis,Training
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