Dr. Priya Narayanan Profile

Dr. Priya Narayanan

Research Mechanical Engineer at DEVCOM Army Research Lab

SPIE Involvement:

Conference Program Committee | Author

Proceedings Article | 6 June 2022 Presentation + Paper

Deep reinforcement learning to assist command and control

Song Jun Park, Manuel Vindiola, Anne Logie, Priya Narayanan, Jared Davies

Proceedings Volume 12113, 121131D (2022) https://doi.org/10.1117/12.2618907

KEYWORDS: Computer simulations, Artificial intelligence, Interfaces, Neural networks, Weapons, Sensors, Stochastic processes

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Proceedings Article | 27 April 2020 Presentation

Short-Term Video Stabilization Using Ground Plane Segmentation for Low Altitude UAV Object Tracking (Conference Presentation)

Deniz Kavzak Ufuktepe, Jaired Collins, Hadi AliAkbarpour, Priya Narayanan, Guna Seetharaman, Kannappan Palaniappan

Proceedings Volume 11398, 113980B (2020) https://doi.org/10.1117/12.2561104

KEYWORDS: Video, Video acceleration, Video surveillance, Target detection, Unmanned aerial vehicles, Optical tracking, Detection and tracking algorithms, Motion detection, Surveillance, Image processing

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Proceedings Article | 21 April 2020 Presentation + Paper

An integrated perception pipeline for robot mission execution in unstructured environments

Priya Narayanan, Bryanna Yeh, Emma Holmes, Scott Martucci, Karl Schmeckpeper, Christoph Mertz, Philip Osteen, Maggie Wigness

Proceedings Volume 11413, 1141318 (2020) https://doi.org/10.1117/12.2560699

KEYWORDS: Sensors, Cameras, Visualization, 3D modeling, Robotics, Computer vision technology, Visual guidance for autonomous vehicles

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Proceedings Article | 14 May 2019 Presentation

Improving unmanned aerial vehicle-based object detection via adversarial training: a (almost) free lunch to enjoy (Conference Presentation)

Zhenyu Wu, Karthik Suresh, Zhangyang Wang, Priya Narayanan, Heesung Kwon

Proceedings Volume 11006, 110061B (2019) https://doi.org/10.1117/12.2518835

KEYWORDS: Unmanned aerial vehicles, Surveillance, Agriculture, Photography, Cameras

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Proceedings Article | 10 May 2019 Paper

Overview of machine learning (ML) based perception algorithms for unstructured and degraded visual environments

Priya Narayanan, Zhenyu Wu, Heesung Kwon, Zhangyang Wang, Raghuveer Rao

Proceedings Volume 11006, 110061T (2019) https://doi.org/10.1117/12.2519029

KEYWORDS: Algorithm development, Visualization, Detection and tracking algorithms, Cameras, Video, Neural networks, Machine learning, Light sources and illumination, Data modeling, Roads

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Proceedings Article | 27 April 2018 Presentation + Paper

A real-time object detection framework for aerial imagery using deep neural networks and synthetic training images

Priya Narayanan, Christoph Borel-Donohue, Hyungtae Lee, Heesung Kwon, Raghuveer Rao

Proceedings Volume 10646, 1064614 (2018) https://doi.org/10.1117/12.2306154

KEYWORDS: Neural networks, Airborne remote sensing, Unmanned aerial vehicles, Machine vision, Computer vision technology, Video surveillance, Video, Situational awareness sensors, Object recognition, Surveillance

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Proceedings Article | 23 October 2006 Paper

Development of video technology to analyze dynamics of inertia-based apple orientation

Alan Lefcourt, Priya Narayanan, Uri Tasch, Rouben Rostamian, Moon Kim, Yud-Ren Chen

Proceedings Volume 6381, 63810Q (2006) https://doi.org/10.1117/12.687039

KEYWORDS: Imaging systems, Video, Contamination, Software development, Agriculture, Machine vision, Data modeling, Image processing, Cameras, Image acquisition

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Showing 5 of 7 publications

Conference Committee Involvement (5)

Synthetic Data for Artificial Intelligence and Machine Learning: Tools, Techniques, and Applications II

22 April 2024 | National Harbor, Maryland, United States

Geospatial Informatics XIII

4 May 2023 | Orlando, Florida, United States

Synthetic Data for Artificial Intelligence and Machine Learning: Tools, Techniques, and Applications

1 May 2023 | Orlando, Florida, United States

Geospatial Informatics XII

6 April 2022 | Orlando, Florida, United States

Geospatial Informatics XI

12 April 2021 | Online Only, Florida, United States

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