AI for Space
Spot the GEO Satellites: From Dataset to Kelvins SpotGEO Challenge-
[pdf]
[bibtex]@InProceedings{Chen_2021_CVPR, author = {Chen, Bo and Liu, Daqi and Chin, Tat-Jun and Rutten, Mark and Derksen, Dawa and Martens, Marcus and von Looz, Moritz and Lecuyer, Gurvan and Izzo, Dario}, title = {Spot the GEO Satellites: From Dataset to Kelvins SpotGEO Challenge}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2086-2094} }
AI for Dating Stars: A Benchmarking Study for Gyrochronology-
[pdf]
[supp]
[bibtex]@InProceedings{Moya_2021_CVPR, author = {Moya, Andres and Recio-Martinez, Jarmi and Lopez-Sastre, Roberto J.}, title = {AI for Dating Stars: A Benchmarking Study for Gyrochronology}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1971-1981} }
Spacecraft Time-Series Anomaly Detection Using Transfer Learning-
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[bibtex]@InProceedings{Baireddy_2021_CVPR, author = {Baireddy, Sriram and Desai, Sundip R. and Mathieson, James L. and Foster, Richard H. and Chan, Moses W. and Comer, Mary L. and Delp, Edward J.}, title = {Spacecraft Time-Series Anomaly Detection Using Transfer Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1951-1960} }
SPACESeg: Automated Detection of Bed Junction Morphologies Indicating Signs of Life in Ediacaran Period-
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[bibtex]@InProceedings{Jonnalagedda_2021_CVPR, author = {Jonnalagedda, Padmaja and Surprenant, Rachel and Droser, Mary and Bhanu, Bir}, title = {SPACESeg: Automated Detection of Bed Junction Morphologies Indicating Signs of Life in Ediacaran Period}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2095-2104} }
Vision-Based Neural Scene Representations for Spacecraft-
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[arXiv]
[bibtex]@InProceedings{Mergy_2021_CVPR, author = {Mergy, Anne and Lecuyer, Gurvan and Derksen, Dawa and Izzo, Dario}, title = {Vision-Based Neural Scene Representations for Spacecraft}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2002-2011} }
Autonomous Planetary Landing via Deep Reinforcement Learning and Transfer Learning-
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[bibtex]@InProceedings{Ciabatti_2021_CVPR, author = {Ciabatti, Giulia and Daftry, Shreyansh and Capobianco, Roberto}, title = {Autonomous Planetary Landing via Deep Reinforcement Learning and Transfer Learning}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2031-2038} }
LSPnet: A 2D Localization-Oriented Spacecraft Pose Estimation Neural Network-
[pdf]
[arXiv]
[bibtex]@InProceedings{Garcia_2021_CVPR, author = {Garcia, Albert and Musallam, Mohamed Adel and Gaudilliere, Vincent and Ghorbel, Enjie and Al Ismaeil, Kassem and Perez, Marcos and Aouada, Djamila}, title = {LSPnet: A 2D Localization-Oriented Spacecraft Pose Estimation Neural Network}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2048-2056} }
A Spacecraft Dataset for Detection, Segmentation and Parts Recognition-
[pdf]
[arXiv]
[bibtex]@InProceedings{Dung_2021_CVPR, author = {Dung, Hoang Anh and Chen, Bo and Chin, Tat-Jun}, title = {A Spacecraft Dataset for Detection, Segmentation and Parts Recognition}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2012-2019} }
Investigating Spiking Neural Networks for Energy-Efficient On-Board AI Applications. A Case Study in Land Cover and Land Use Classification-
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[bibtex]@InProceedings{Kucik_2021_CVPR, author = {Kucik, Andrzej S. and Meoni, Gabriele}, title = {Investigating Spiking Neural Networks for Energy-Efficient On-Board AI Applications. A Case Study in Land Cover and Land Use Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2020-2030} }
On-Orbit Inspection of an Unknown, Tumbling Target Using NASA's Astrobee Robotic Free-Flyers-
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[bibtex]@InProceedings{Oestreich_2021_CVPR, author = {Oestreich, Charles and Espinoza, Antonio Teran and Todd, Jessica and Albee, Keenan and Linares, Richard}, title = {On-Orbit Inspection of an Unknown, Tumbling Target Using NASA's Astrobee Robotic Free-Flyers}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2039-2047} }
AI4MARS: A Dataset for Terrain-Aware Autonomous Driving on Mars-
[pdf]
[bibtex]@InProceedings{Swan_2021_CVPR, author = {Swan, R. Michael and Atha, Deegan and Leopold, Henry A. and Gildner, Matthew and Oij, Stephanie and Chiu, Cindy and Ono, Masahiro}, title = {AI4MARS: A Dataset for Terrain-Aware Autonomous Driving on Mars}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1982-1991} }
Improving Astronomy Image Quality Through Real-Time Wavefront Estimation-
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[bibtex]@InProceedings{Thomas_2021_CVPR, author = {Thomas, David and Meyers, Joshua and Kahn, Steven M.}, title = {Improving Astronomy Image Quality Through Real-Time Wavefront Estimation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2076-2085} }
A Monocular Pose Estimation Case Study: The Hayabusa2 Minerva-II2 Deployment-
[pdf]
[supp]
[bibtex]@InProceedings{Price_2021_CVPR, author = {Price, Andrew and Yoshida, Kazuya}, title = {A Monocular Pose Estimation Case Study: The Hayabusa2 Minerva-II2 Deployment}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1992-2001} }
Visual SLAM for Asteroid Relative Navigation-
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[bibtex]@InProceedings{Dor_2021_CVPR, author = {Dor, Mehregan and Skinner, Katherine A. and Driver, Travis and Tsiotras, Panagiotis}, title = {Visual SLAM for Asteroid Relative Navigation}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2066-2075} }
Event-Based Spacecraft Landing Using Time-To-Contact-
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[bibtex]@InProceedings{Sikorski_2021_CVPR, author = {Sikorski, Olaf and Izzo, Dario and Meoni, Gabriele}, title = {Event-Based Spacecraft Landing Using Time-To-Contact}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1941-1950} }
MRSCAtt: A Spatio-Channel Attention-Guided Network for Mars Rover Image Classification-
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[bibtex]@InProceedings{Chakravarthy_2021_CVPR, author = {Chakravarthy, Anirudh S. and Roy, Roshan and Ravirathinam, Praveen}, title = {MRSCAtt: A Spatio-Channel Attention-Guided Network for Mars Rover Image Classification}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {1961-1970} }
From Rocks to Walls: A Model-Free Reinforcement Learning Approach To Dry Stacking With Irregular Rocks-
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[bibtex]@InProceedings{Menezes_2021_CVPR, author = {Menezes, Andre and Vicente, Pedro and Bernardino, Alexandre and Ventura, Rodrigo}, title = {From Rocks to Walls: A Model-Free Reinforcement Learning Approach To Dry Stacking With Irregular Rocks}, booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) Workshops}, month = {June}, year = {2021}, pages = {2057-2065} }