Mr. Amir K. Saeed Profile

Amir K. Saeed

at JHU APL

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Author

Publications (6)

Proceedings Article | 7 June 2024 Presentation + Paper

Leveraging deep learning for data processing to improve discriminative modeling capabilities

Amir Saeed, Benjamin Rodriguez

Proceedings Volume 13040, 130400B (2024) https://doi.org/10.1117/12.3029851

KEYWORDS: Data processing, Data modeling, Modeling, Tunable filters, Machine learning, Image processing, Feature extraction, Image filtering, Deep learning, Signal processing

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Proceedings Article | 7 June 2024 Presentation + Paper

Improving computational complexity of multi-target multi-agent reinforcement for hyperspectral satellite sensor tasking

Amir Saeed, Alhassan Yasin, Benjamin Johnson, Francisco Holguin, Benjamin Rodriguez

Proceedings Volume 13040, 1304005 (2024) https://doi.org/10.1117/12.3014065

KEYWORDS: Machine learning, Education and training, Satellites, Sensors, Image processing, Space operations, Interpolation, Systems modeling, Image sensors, Evolutionary algorithms

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Proceedings Article | 7 June 2024 Presentation + Paper

Layered convolutional neural networks for multi-class image classification

Dzmitry Kasinets, Amir Saeed, Benjamin Johnson, Benjamin Rodriguez

Proceedings Volume 13034, 130340H (2024) https://doi.org/10.1117/12.3014054

KEYWORDS: RGB color model, Data modeling, Education and training, Object detection, Transform theory, Image classification, Convolutional neural networks, Performance modeling, Convolution, Matrices

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Proceedings Article | 7 June 2024 Presentation + Paper

Derivation, optimization, and comparative analysis of support vector machines application to multi-class image data

Avi Shekhar, Amir Saeed, Benjamin Johnson, Benjamin Rodriguez

Proceedings Volume 13033, 1303308 (2024) https://doi.org/10.1117/12.3014060

KEYWORDS: Source mask optimization, Machine learning, Principal component analysis, Education and training, Support vector machines, Computer programming, Feature extraction, Image classification, Neural networks, Mathematical optimization

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Proceedings Article | 14 June 2023 Presentation + Paper

Multimodal data fusion using signal/image processing methods for multi-class machine learning

Casey Richards, Nawal Valliani, Benjamin Johnson, Nelson Ka Ki Wong, Angelo Pennati, Amir Saeed, Benjamin Rodriguez

Proceedings Volume 12547, 125470N (2023) https://doi.org/10.1117/12.2664987

KEYWORDS: Random forests, Machine learning, Wavelets, Transform theory, Data modeling, Signal processing, Feature selection, Data fusion

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Proceedings Article | 12 June 2023 Presentation + Paper

Reinforcement learning application to satellite constellation sensor tasking

Amir Saeed, Francisco Holguin, Jonathon Gabriel, Alhassan Yasin, Benjamin Rodriguez

Proceedings Volume 12538, 125381B (2023) https://doi.org/10.1117/12.2664346

KEYWORDS: Sensors, Machine learning, Satellites, Image sensors, Algorithm development, Space operations, Neural networks, Modeling, Intelligence systems

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Showing 5 of 6 publications

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