Dr. Celso M. De Melo Profile

Dr. Celso M. De Melo

at DEVCOM Army Research Lab

SPIE Involvement:

Conference Co-Chair | Author

Publications (4)

Proceedings Article | 14 June 2023 Poster + Paper

Leveraging body pose estimation for gesture recognition in human-robot interaction using synthetic data

Xiaoyu Zhu, Celso de Melo, Alexander Hauptmann

Proceedings Volume 12529, 125290Z (2023) https://doi.org/10.1117/12.2664030

KEYWORDS: Data modeling, 3D modeling, Action recognition, Pose estimation, Gesture recognition

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Proceedings Article | 14 June 2023 Poster + Paper

Leveraging synthetic data for robust gesture recognition

Kapil Katyal, Rama Chellappa, Ketul Shah, Arun Reddy, Judy Hoffman, William Paul, Rohita Mocharla, David Handelman, Celso de Melo

Proceedings Volume 12529, 125290Y (2023) https://doi.org/10.1117/12.2663827

KEYWORDS: Gesture recognition, Robots, Detection and tracking algorithms, Video, RGB color model, Image segmentation, Action recognition, Semantics, Image classification, Education and training

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Proceedings Article | 14 June 2023 Presentation + Paper

Synthetic data for automatic target recognition from small drones

Celso de Melo, Damon Conover, Domenick Poster, Sarah Leung, Robert Nguyen, Joseph Conroy

Proceedings Volume 12529, 125290O (2023) https://doi.org/10.1117/12.2663088

KEYWORDS: Data modeling, Education and training, Automatic target recognition, Performance modeling, Object detection, Algorithm development, Detection and tracking algorithms, Deep learning, Target detection, Statistical modeling

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Proceedings Article | 14 June 2023 Presentation + Paper

Adversarial learning using synthetic IR imagery

James Uplinger, Derek Schesser, Christopher Meyer, Joseph Conroy, Celso de Melo

Proceedings Volume 12529, 125290C (2023) https://doi.org/10.1117/12.2663612

KEYWORDS: Education and training, Data modeling, Infrared imaging, Automatic target recognition, Thermography, Object detection, Adversarial training, Thermal modeling, Detection and tracking algorithms, Atmospheric modeling

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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

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

1 May 2023 | Orlando, Florida, United States

Virtual, Augmented, and Mixed Reality (XR) Technology for Multi-Domain Operations III

4 April 2022 | Orlando, Florida, United States

Virtual, Augmented, and Mixed Reality (XR) Technology for Multi-Domain Operations II

12 April 2021 | Online Only, Florida, United States

Virtual, Augmented, and Mixed Reality (XR) Technology for Multi-Domain Operations

27 April 2020 | Online Only, California, United States

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