Search Results for author: Emily M. Hand

Found 3 papers, 1 papers with code

Anomalous Motion Detection on Highway Using Deep Learning

1 code implementation15 Jun 2020 Harpreet Singh, Emily M. Hand, Kostas Alexis

The advent of self-driving cars provides an opportunity to apply visual anomaly detection in a more dynamic application yet no dataset exists in this type of environment.

Anomaly Detection Motion Detection +1

Attributes for Improved Attributes: A Multi-Task Network for Attribute Classification

no code implementations25 Apr 2016 Emily M. Hand, Rama Chellappa

Attributes, or semantic features, have gained popularity in the past few years in domains ranging from activity recognition in video to face verification.

Activity Recognition Attribute +3

Gradual DropIn of Layers to Train Very Deep Neural Networks

no code implementations CVPR 2016 Leslie N. Smith, Emily M. Hand, Timothy Doster

In particular, an untrainable deep network starts as a trainable shallow network and newly added layers are slowly, organically added during training, thereby increasing the network's depth.

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