Mr. John Bralich Profile

John Bralich

Publications (2)

Proceedings Article | 30 April 2018 Presentation + Paper

Improving the histogram of oriented gradient feature for threat detection in ground penetrating radar by implementing it as a trainable convolutional neural network

Jordan Malof, John Bralich, Daniël Reichman, Leslie Collins

Proceedings Volume 10628, 106280D (2018) https://doi.org/10.1117/12.2305797

KEYWORDS: General packet radio service, Feature extraction, Neural networks, Convolutional neural networks, Algorithm development, Ground penetrating radar, Detection and tracking algorithms, Data processing, Data modeling, Object recognition

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Proceedings Article | 3 May 2017 Presentation + Paper

Improving convolutional neural networks for buried target detection in ground penetrating radar using transfer learning via pretraining

John Bralich, Daniël Reichman, Leslie Collins, Jordan Malof

Proceedings Volume 10182, 101820X (2017) https://doi.org/10.1117/12.2263112

KEYWORDS: Data modeling, Convolutional neural networks, Detection and tracking algorithms, Detector arrays, Photovoltaic detectors

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