Fiche de JONES Gawain

Jehan-Antoine Vayssade, Gawain Jones, Christelle Gée, Jean-Noël Paoli. Pixelwise instance segmentation of leaves in dense foliage. Computers and Electronics in Agriculture, 2022, 195, pp.106797. ⟨10.1016/j.compag.2022.106797⟩. ⟨hal-03641427⟩

Jehan-Antoine Vayssade, Gawain Jones, Jean-Noël Paoli. Towards the characterization of crop and weeds at leaf scale: a large comparison of shape, spatial and textural features. Smart Agricultural Technology, 2023, 5, pp.art. 100245. ⟨10.1016/j.atech.2023.100245⟩. ⟨hal-04092538⟩

Marine Louargant, N. Vigneau, Gawain Jones, Sylvain Villette, Christelle Gée. Aerial imagery for site specific weed management. 17th European Weed Research Society Symposium “Weed management in changing environments", Jun 2015, Montpellier, France. ⟨hal-03336027⟩

Marie-Aure Bourgeon, Jean-Noël Paoli, Sylvain Villette, S. Debuisson, M. Morlet, et al.. « On-the-go » multispectral imaging system to characterize the development of vineyard foliage. Precision agriculture '15, pp.445 - 454, 2015, 978-90-8686-267-2. ⟨hal-03334216⟩

Marine Louargant, Sylvain Villette, Gawain Jones, Jean-Noël Paoli, N. Vigneau, et al.. Weed detection by aerial imaging: impact of soil, crop and weed spectral mixing. Precision agriculture '15, Wageningen Academic Publishers, pp.587-594, 2015, ⟨10.3920/978-90-8686-814-8_73⟩. ⟨hal-03334190⟩

Jehan-Antoine Vayssade, Jean-Noël Paoli, Christelle Gée, Gawain Jones. DeepIndices : Une nouvelle approche des indices de télédétection basée sur l'optimisation et l'approximation de fonctions par DeepLearning. Application aux indices de végétation sur des données non calibrées. Conference: RJCIA : Rencontres des Jeunes Chercheur·ses en Intelligence Artificielle, Jul 2021, Bordeaux, France. ⟨hal-03278985⟩

Jehan-Antoine Vayssade, Jean-Noël Paoli, Christelle Gée, Gawain Jones. DeepIndices: Remote Sensing Indices Based on Approximation of Functions through Deep-Learning, Application to Uncalibrated Vegetation Images. Remote Sensing, 2021, 13 (2261), pp.1-21. ⟨10.3390/rs13122261⟩. ⟨hal-03263161⟩

Thibault Maillot, Gawain Jones, Jean-Baptiste Vioix, Nathalie Colbach. Des technologiques innovantes pour optimiser le désherbage de précision. Innovations Agronomiques, 2020, 81, pp.101-116. ⟨10.15454/3t27-5f37⟩. ⟨hal-03256904⟩

Marie-Aure Bourgeon, Jean-Noël Paoli, Sylvain Villette, Gawain Jones, Christelle Gée. An embedded multispectral imaging system to characterize vineyard foliage development and its sanitary state evolution. 19. Journées Internationales de Viticulture GiESCO, Groupe International d'Experts en Systèmes Vitivinicoles pour la Coopération (GIESCO). FRA., May 2015, Montpellier, France. ⟨hal-02793778⟩

Sylvain Villette, Thibault Maillot, Jean-Paul Douzals, Gawain Jones, Jean-Noël Paoli, et al.. Use of simulations to study herbicide site specific spraying. John V. Stafford. 12. European Conference on Precision Agriculture, Jul 2019, Montpellier, France. Wageningen Academics Publishers, pp.239-245, 2019, 978-90-8686-337-2 978-90-8686-888-9. ⟨10.3920/978-90-8686-888-9_29⟩. ⟨hal-02789449⟩