Dr. Aryya Gangopadhyay Profile

Dr. Aryya Gangopadhyay

at Univ of Maryland Baltimore County

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Author

Publications (6)

Proceedings Article | 14 June 2023 Poster + Paper

Quasi-synthetic data generation for camouflaged object detection at edge

Rohan Putatunda, Md Azim Khan, Aryya Gangopadhyay, Jianwu Wang, Robert F. Erbacher

Proceedings Volume 12529, 1252916 (2023) https://doi.org/10.1117/12.2678034

KEYWORDS: Data modeling, Object detection, Education and training, Performance modeling, Image processing, Light sources and illumination, Instrument modeling, Displays, RGB color model, Camouflage

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Proceedings Article | 12 June 2023 Presentation + Paper

Confident federated learning to tackle label flipped data poisoning attacks

Pretom Roy Ovi, Aryya Gangopadhyay, Robert Erbacher, Carl Busart

Proceedings Volume 12538, 125380Z (2023) https://doi.org/10.1117/12.2663911

KEYWORDS: Machine learning, Data privacy, Adversarial training

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Proceedings Article | 6 June 2022 Presentation + Paper

Towards developing a data security aware federated training framework in multi-modal contested environments

Pretom Roy Ovi, Emon Dey, Nirmalya Roy, Aryya Gangopadhyay, Robert Erbacher

Proceedings Volume 12113, 121130M (2022) https://doi.org/10.1117/12.2618904

KEYWORDS: Data modeling, Computer security, Visualization, Neurons, Instrument modeling, Data communications, Acoustics, Profiling, Data acquisition, Visual process modeling

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Proceedings Article | 31 May 2022 Paper

Benchmarking domain adaptation for semantic segmentation

Masud Ahmed, Zahid Hasan, Naima Khan, Nirmalya Roy, Sanjay Purushotham, Aryya Gangopadhyay, Suya You

Proceedings Volume 12124, 121240F (2022) https://doi.org/10.1117/12.2618548

KEYWORDS: Image segmentation, Data modeling, RGB color model, Network architectures, Convolution, Performance modeling

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Proceedings Article | 31 May 2022 Presentation + Paper

Camouflaged object detection system at the edge

Rohan Putatunda, Aryya Gangopadhyay, Robert Erbacher, Carl Busart

Proceedings Volume 12096, 120960I (2022) https://doi.org/10.1117/12.2618869

KEYWORDS: Performance modeling, Camouflage, Image segmentation, Data modeling, Systems modeling, Instrument modeling, Head, Fluctuations and noise, Visualization

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Proceedings Article | 4 April 2022 Presentation

Pairwise meta learning pipeline: classifying COVID-19 abnormalities on chest radio-graphs

Sourajit Saha, Yaacov Yesha, Yelena Yesha, Aryya Gangopadhyay, David Chapman, Michael Morris, Babak Saboury, Phuong Nguyen

Proceedings Volume PC12033, PC1203302 (2022) https://doi.org/10.1117/12.2613235

KEYWORDS: Chest, Computer aided diagnosis and therapy, Solid modeling, Medicine, Imaging informatics, Image classification, Convolutional neural networks, Computer aided design, Classification systems, CAD systems

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Showing 5 of 6 publications

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