Search Results for author: Jeff Dale

Found 2 papers, 0 papers with code

The Weakly-Labeled Rand Index

no code implementations8 Mar 2021 Dylan Stewart, Anna Hampton, Alina Zare, Jeff Dale, James Keller

In this paper, a labeling approach and associated modified version of the Rand index for weakly-labeled data is introduced to address these issues.

Segmentation

Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery

no code implementations6 Jan 2021 Sarah Walker, Joshua Peeples, Jeff Dale, James Keller, Alina Zare

In this work, we present an in-depth and systematic analysis using tools such as local interpretable model-agnostic explanations (LIME) (arXiv:1602. 04938) and divergence measures to analyze what changes lead to improvement in performance in fine tuned models for synthetic aperture sonar (SAS) data.

Classification General Classification +1

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