Sebastien Villon
Overview
Explore the profile of Sebastien Villon including associated specialties, affiliations and a list of published articles.
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Articles
4
Citations
14
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0
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Recent Articles
1.
Villon S, Iovan C, Mangeas M, Vigliola L
Sensors (Basel)
. 2022 Jan;
22(2).
PMID: 35062457
With the availability of low-cost and efficient digital cameras, ecologists can now survey the world's biodiversity through image sensors, especially in the previously rather inaccessible marine realm. However, the data...
2.
Mannocci L, Villon S, Chaumont M, Guellati N, Mouquet N, Iovan C, et al.
Conserv Biol
. 2021 Jun;
36(1):e13798.
PMID: 34153121
Deep learning has become a key tool for the automated monitoring of animal populations with video surveys. However, obtaining large numbers of images to train such models is a major...
3.
Villon S, Mouillot D, Chaumont M, Subsol G, Claverie T, Villeger S
Sci Rep
. 2020 Sep;
10(1):14846.
PMID: 32884094
An amendment to this paper has been published and can be accessed via a link at the top of the paper.
4.
Villon S, Mouillot D, Chaumont M, Subsol G, Claverie T, Villeger S
Sci Rep
. 2020 Jul;
10(1):10972.
PMID: 32620873
Processing data from surveys using photos or videos remains a major bottleneck in ecology. Deep Learning Algorithms (DLAs) have been increasingly used to automatically identify organisms on images. However, despite...