Recovery of meteorites using an autonomous drone and machine learning

Author:

Citron Robert I.1ORCID,Jenniskens Peter23ORCID,Watkins Christopher4,Sinha Sravanthi5,Shah Amar6,Raissi Chedy7,Devillepoix Hadrien8ORCID,Albers Jim2,Zolensky Michael

Affiliation:

1. Department of Earth and Planetary Sciences University of California, Davis Davis California 95616 USA

2. SETI Institute Mountain View California 94043 USA

3. NASA Ames Research Center Moffett Field California 94035 USA

4. Scientific Computing Commonwealth Scientific and Industrial Research Organisation Clayton Victoria 3181 Australia

5. Holberton School of Software Engineering San Francisco California 94111 USA

6. Department of Engineering, Computational and Biological Learning Cambridge University Cambridge CB2 1PZ UK

7. Institut National de Recherche en Informatique et en Automatique Villers‐lès‐Nancy 54506 France

8. Space Science & Technology Centre School of Earth and Planetary Sciences Curtin University GPO Box U1987 Perth Western Australia 6845 Australia

Funder

National Aeronautics and Space Administration

Australian Research Council

Publisher

Wiley

Subject

Space and Planetary Science,Geophysics

Reference22 articles.

1. AbadiM. AgarwalA. BarhamP. BrevdoE. ChenZ. CitroC. CorradoG. S. DavisA. DeanJ. DevinM. GhemawatS. GoodfellowI. HarpA. IrvingG. IsardM. JiaY. JozefowiczR. KaiserL. KudlurM. LevenbergJ. ManéD. MongaR. MooreS. MurrayD. OlahC. SchusterM. ShlensJ. SteinerB. SutskeverI. TalwarK. TuckerP. VanhouckeV. VasudevanV. ViégasF. VinyalsO. WardenP. WattenbergM. WickeM. YuY. andZhengX.2015.TensorFlow: Large‐scale machine learning on heterogeneous systems.tensorflow.org. Accessed May 24 2020.

2. AlowaisA. NaseemS. DawdiT. AbdisalamM. ElkalyoubiY. AdwanA. HassanK. andFerniniI.2019.Meteorite hunting using deep learning and UAVs. 2nd International Conference on Signal Processing and Information Security (ICSPIS). pp.1–4.

3. AndersonS. L. BlandP. A. TownerM. C. andPaxmanJ. P.2019.Utilizing drones and machine learning for meteorite searching and recovery (abstract #2426). 50th Lunar and Planetary Science Conference.

4. Machine learning for semi‐automated meteorite recovery

5. Small Near-Earth Asteroids as a Source of Meteorites

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