Mr. Jeffrey Schulz Profile

Jeffrey Schulz

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Publications (3)

Proceedings Article | 12 April 2021 Presentation + Paper

Human-in-the-loop extension to stream classification for labeling of low altitude drone imagery

Jeffrey Schulz, Andrew Buck, Derek Anderson, James Keller, Grant Scott, Robert Luke

Proceedings Volume 11748, 117480J (2021) https://doi.org/10.1117/12.2585851

KEYWORDS: Artificial intelligence, Evolutionary algorithms, Machine learning, Information fusion, Data fusion

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Proceedings Article | 24 April 2020 Presentation + Paper

Doing more with less: similarity neural nets and metrics for small class imbalanced data sets

Charlie Veal, Jeffrey Schulz, Andrew Buck, Derek Anderson, James Keller, Mihail Popescu, Grant Scott, Dominic Ho, Timothy Wilkin

Proceedings Volume 11418, 1141802 (2020) https://doi.org/10.1117/12.2558092

KEYWORDS: Data modeling, Prototyping, Visualization, Neural networks, Feature extraction, Statistical modeling, Performance modeling, Visual process modeling, Binary data, Image resolution

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Proceedings Article | 24 April 2020 Presentation + Paper

Extending deep learning to new classes without retraining

Jeffrey Schulz, Charlie Veal, Andrew Buck, Derek Anderson, James Keller, Mihail Popescu, Grant Scott, Dominic K. C. Ho, Timothy Wilkin

Proceedings Volume 11418, 1141803 (2020) https://doi.org/10.1117/12.2558134

KEYWORDS: Principal component analysis, Visualization, Matrices, Automatic target recognition, Feature extraction, Animal model studies, Explosives, Explosives detection, Data modeling, Artificial intelligence

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