Gwenael Duclos- MS in Computer Vision + MS in Ecology Engineering and Ecology Management
- CEO at WIPSEA
Gwenael Duclos
- MS in Computer Vision + MS in Ecology Engineering and Ecology Management
- CEO at WIPSEA
About
7
Publications
8,819
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162
Citations
Introduction
Gwenael Duclos currently works at WIPSEA as CEO. Gwenael manage a little research team in Deep Learning and Active Learning for Ecological and Environmental surveys. One of their current projects is 'SEMMADRONE: marine megafauna survey by drone'.
Current institution
WIPSEA
Current position
- CEO
Publications
Publications (7)
Le Conservatoire d'espaces naturels de Nouvelle-Calédonie a lancé en 2018 pour le Plan d’actions dugong (PAD) de Nouvelle-Calédonie un appel d’offres pour la réalisation d’une étude et d’un suivi de la distribution de la population de dugongs en Nouvelle-Calédonie.
La mise en œuvre de cette étude a été coordonnée par Wipsea, société spécialisée dan...
The use of satellite systems and manned aircraft surveys for remote data collection has been shown to be transformative for sea turtle conservation and research by enabling the collection of data on turtles and their habitats over larger areas than can be achieved by surveys on foot or by boat. Unmanned aerial vehicles (UAVs) or drones are increasi...
Monitoring and estimation of marine populations is of paramount importance for the conservation and management of sea species. Regular surveys are used to this purpose followed often by a manual counting process. This paper proposes an algorithm for automatic detection of dugongs from imagery taken in aerial surveys. Our algorithm exploits the fact...
This paper presents two algorithms to automate the detection of marine species in aerial imagery. An algorithm from an initial pilot study is presented in which morphology operations and colour analysis formed the basis of its working principle. A second approach is presented in which saturation channel and histogram-based shape profiling were used...
