Search Results for author: Ismael Perez

Found 3 papers, 0 papers with code

Multimodal Wildland Fire Smoke Detection

no code implementations29 Dec 2022 Siddhant Baldota, Shreyas Anantha Ramaprasad, Jaspreet Kaur Bhamra, Shane Luna, Ravi Ramachandra, Eugene Zen, Harrison Kim, Daniel Crawl, Ismael Perez, Ilkay Altintas, Garrison W. Cottrell, Mai H. Nguyen

Research has shown that climate change creates warmer temperatures and drier conditions, leading to longer wildfire seasons and increased wildfire risks in the United States.

Management

Towards a Dynamic Composability Approach for using Heterogeneous Systems in Remote Sensing

no code implementations13 Nov 2022 Ilkay Altintas, Ismael Perez, Dmitry Mishin, Adrien Trouillaud, Christopher Irving, John Graham, Mahidhar Tatineni, Thomas DeFanti, Shawn Strande, Larry Smarr, Michael L. Norman

In this paper, we present a novel approach for using composable systems in the intersection between scientific computing, artificial intelligence (AI), and remote sensing domain.

FIgLib & SmokeyNet: Dataset and Deep Learning Model for Real-Time Wildland Fire Smoke Detection

no code implementations16 Dec 2021 Anshuman Dewangan, Yash Pande, Hans-Werner Braun, Frank Vernon, Ismael Perez, Ilkay Altintas, Garrison W. Cottrell, Mai H. Nguyen

Early detection of fire ignitions from initial smoke can assist the response to such fires before they become difficult to manage.

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