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Histogram Layers for Synthetic Aperture Sonar Imagery


Sep 08, 2022
Joshua Peeples, Alina Zare, Jeffrey Dale, James Keller

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* 7 pages, 9 Figures, Accepted to IEEE International Conference on Machine Learning and Applications (ICMLA) 2022 

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Learnable Adaptive Cosine Estimator (LACE) for Image Classification


Oct 15, 2021
Joshua Peeples, Connor McCurley, Sarah Walker, Dylan Stewart, Alina Zare

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* Accepted to WACV 2022; 14 pages (including appendix), 3 figures 

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Possibilistic Fuzzy Local Information C-Means with Automated Feature Selection for Seafloor Segmentation


Oct 14, 2021
Joshua Peeples, Daniel Suen, Alina Zare, James Keller

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* Proc. SPIE 10628, Detection and Sensing of Mines, Explosive Objects, and Obscured Targets XXIII (30 April 2018), 14 pages, 7 figures, 5 tables 

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Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery


Jan 21, 2021
Sarah Walker, Joshua Peeples, Jeff Dale, James Keller, Alina Zare

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Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification


Jan 21, 2021
Joshua Peeples, Sarah Walker, Connor McCurley, Alina Zare, James Keller

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* 5 pages, 3 figures, submitted to ICIP 2021 

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Histogram Layers for Texture Analysis


Jan 16, 2020
Joshua Peeples, Weihuang Xu, Alina Zare

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* 8 pages, 6 figures 

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