Search Results for author: Abhijit Bendale

Found 2 papers, 1 papers with code

Towards Open Set Deep Networks

4 code implementations CVPR 2016 Abhijit Bendale, Terrance Boult

We present a methodology to adapt deep networks for open set recognition, by introducing a new model layer, OpenMax, which estimates the probability of an input being from an unknown class.

Open Set Learning

Towards Open World Recognition

no code implementations CVPR 2015 Abhijit Bendale, Terrance Boult

We prove that thresholding sums of monotonically decreasing functions of distances in linearly transformed feature space can balance "open space risk" and empirical risk.

Object Recognition

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