19 citations · 33 across the 8 of their papers we have counts for
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cs.CV2018★ 19 cited
Are pre-trained CNNs good feature extractors for anomaly detection in surveillance videos?
Tiago S. Nazare, Rodrigo F. de Mello, Moacir A. Ponti
Recently, several techniques have been explored to detect unusual behaviour in surveillance videos. Nevertheless, few studies leverage features from pre-trained CNNs and none of th…
cs.LG2018★ 6 cited
Computing the Shattering Coefficient of Supervised Learning Algorithms
Rodrigo Fernandes de Mello, Moacir Antonelli Ponti, Carlos Henrique Grossi Ferreira
The Statistical Learning Theory (SLT) provides the theoretical guarantees for supervised machine learning based on the Empirical Risk Minimization Principle (ERMP). Such principle…