Machine learning for semi‐automated meteorite recovery

Author:

Anderson Seamus1ORCID,Towner Martin1,Bland Phil1,Haikings Christopher23,Volante William4,Sansom Eleanor1ORCID,Devillepoix Hadrien1ORCID,Shober Patrick1,Hartig Benjamin1,Cupak Martin1,Jansen‐Sturgeon Trent1ORCID,Howie Robert1ORCID,Benedix Gretchen1,Deacon Geoff5

Affiliation:

1. Space Science and Technology Center Curtin University GPO Box U1987 Perth Western Australia 6845 Australia

2. Spectre UAV Concepts 191 St Georges Terrace Perth Western Australia 6000 Australia

3. Amotus Pty Ltd Level 25/71 Eagle St Brisbane City Queensland 4000 Australia

4. Department of Psychology Clemson University 418 Brackett Hall Clemson South Carolina 29634 USA

5. Western Australian Museum 49 Kew St Welshpool Western Australia 6106 Australia

Funder

Australian Research Council

Publisher

Wiley

Subject

Space and Planetary Science,Geophysics

Reference46 articles.

1. AbadiM. AgarwalA. BarhamP. BrevdoE. ChenZ. CitroC. CorradoG. S. DavisA. DeanJ. DevinM. GhemawatS. GoodfellowI. HarpA. IrvingG. IsardM. JozefowiczR. JiaY. KaiserL. KudlurM. LevenbergJ. ManéD. SchusterM. MongaR. MooreS. MurrayD. OlahC. ShlensJ. SteinerB. SutskeverI. TalwarK. TuckerP. VanhouckeV. VasudevanV. ViégasF. VinyalsO. WardenP. WattenbergM. WickeM. YuY. andZhengX.2015.TensorFlow: Large‐scale machine learning on heterogeneous systems.http://tensorflow.org. Accessed September 21 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). 49th Lunar and Planetary Science Conference. CD‐ROM.

4. Desert meteorites: a history

5. Meteorites from the Nullarbor Region, Western Australia: II. Recovery and classification of 34 new meteorite finds from the Mundrabilla, Forrest, Reid and Deakin areas

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