Search Results for author: Robyn Owens

Found 3 papers, 0 papers with code

Physical world assistive signals for deep neural network classifiers -- neither defense nor attack

no code implementations3 May 2021 Camilo Pestana, Wei Liu, David Glance, Robyn Owens, Ajmal Mian

We discuss how we can exploit these insights to re-think, or avoid, some patterns that might contribute to, or degrade, the detectability of objects in the real-world.

Optimizing Auto-correlation for Fast Target Search in Large Search Space

no code implementations14 Jul 2014 Arif Mahmood, Ajmal Mian, Robyn Owens

To this end we propose an Efficient Group Size (EGS) algorithm which minimizes the number of similarity computations for a particular search image.

Template Matching

Semi-supervised Spectral Clustering for Image Set Classification

no code implementations CVPR 2014 Arif Mahmood, Ajmal Mian, Robyn Owens

We present an image set classification algorithm based on unsupervised clustering of labeled training and unlabeled test data where labels are only used in the stopping criterion.

Classification Clustering +1

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