Patch distribution modeling framework adaptive cosine estimator (PaDiM-ACE) for anomaly detection and localization in synthetic aperture radar imagery.

[BibT_eX]

[DOI]

Angelina Ibarra

Joshua Peeples

CoRR, April, 2025

Neural Edge Histogram Descriptors for Underwater Acoustic Target Recognition.

[BibT_eX]

[DOI]

CoRR, March, 2025

Structural and Statistical Audio Texture Knowledge Distillation (SSATKD) for Passive Sonar Classification.

[BibT_eX]

[DOI]

Jarin Ritu

Amirmohammad Mohammadi

Davelle Carreiro

Alexandra Van Dine

Joshua Peeples

CoRR, January, 2025

2024

Investigation of Time-Frequency Feature Combinations with Histogram Layer Time Delay Neural Networks.

[BibT_eX]

[DOI]

Amirmohammad Mohammadi

CoRR, 2024

Transfer Learning for Passive Sonar Classification using Pre-trained Audio and ImageNet Models.

[BibT_eX]

[DOI]

Amirmohammad Mohammadi

CoRR, 2024

Histogram Layers for Neural Engineered Features.

[BibT_eX]

[DOI]

CoRR, 2024

Spatial Transformer Network YOLO Model for Agricultural Object Detection.

[BibT_eX]

[DOI]

Proceedings of the International Conference on Machine Learning and Applications, 2024

Lacunarity Pooling Layers for Plant Image Classification using Texture Analysis.

[BibT_eX]

[DOI]

Akshatha Mohan

Joshua Peeples

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Histogram Layer Time Delay Neural Networks for Passive Sonar Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE Workshop on Applications of Signal Processing to Audio and Acoustics, 2023

Quantitative Analysis of Primary Attribution Explainable Artificial Intelligence Methods for Remote Sensing Image Classification.

[BibT_eX]

[DOI]

Akshatha Mohan

Joshua Peeples

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2023

2022

Histogram Layers for Texture Analysis.

[BibT_eX]

[DOI]

Joshua Peeples

Weihuang Xu

Alina Zare

IEEE Trans. Artif. Intell., 2022

Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification.

[BibT_eX]

[DOI]

IEEE Geosci. Remote. Sens. Lett., 2022

Learnable Adaptive Cosine Estimator (LACE) for Image Classification.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022

Histogram Layers for Synthetic Aperture Sonar Imagery.

[BibT_eX]

[DOI]

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

2021

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

[BibT_eX]

[DOI]

CoRR, 2021

Explainable Systematic Analysis for Synthetic Aperture Sonar Imagery.

[BibT_eX]

[DOI]

Proceedings of the IEEE International Geoscience and Remote Sensing Symposium, 2021

2020

Divergence Regulated Encoder Network for Joint Dimensionality Reduction and Classification.

[BibT_eX]

[DOI]

CoRR, 2020

2019

Comparison of Possibilistic Fuzzy Local Information C-Means and Possibilistic K-Nearest Neighbors for Synthetic Aperture Sonar Image Segmentation.

[BibT_eX]

[DOI]

CoRR, 2019

2018

Toward Resilient Smart Grid Communications Using Distributed SDN with ML-Based Anomaly Detection.

[BibT_eX]

[DOI]

Proceedings of the Wired/Wireless Internet Communications, 2018

Joshua Peeples

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