6533b853fe1ef96bd12adc22

RESEARCH PRODUCT

Simafield : Un logiciel de modélisation spatiale de scènes agronomiques

Gawain Jones Christelle Gée Sylvain Villette Jean-noël Paoli

subject

modèle du sténopé[SDE] Environmental Sciences[INFO.INFO-LO] Computer Science [cs]/Logic in Computer Science [cs.LO][SDV]Life Sciences [q-bio][ SDV.SA.STA ] Life Sciences [q-bio]/Agricultural sciences/Sciences and technics of agriculture[INFO.INFO-LO]Computer Science [cs]/Logic in Computer Science [cs.LO][SDV.SA.STA] Life Sciences [q-bio]/Agricultural sciences/Sciences and technics of agricultureagriculture de précisionculture[SDV] Life Sciences [q-bio][SDV.SA.STA]Life Sciences [q-bio]/Agricultural sciences/Sciences and technics of agriculture[SDE]Environmental Sciencesmodélisation d’image[SDV.BV]Life Sciences [q-bio]/Vegetal Biology[ INFO.INFO-LO ] Computer Science [cs]/Logic in Computer Science [cs.LO][SDV.BV] Life Sciences [q-bio]/Vegetal Biologyadventices

description

Environmental measures lead farmers to use more and more decision support tools to reduce their chemical inputs without losing yield. Imaging system based on crop/weed discrimination algorithms have been developed to detect weeds in field and allow a site specific spraying. These algorithms needs to be thoroughly evaluated before considering a public release and current evaluation are based on real images and are very tedious. SimAField is a software that aims at modeling agronomic fields with crop and weeds and simulate the picture taking process to replace ground truth and allow an automated evaluation of crop/weed discrimination algorithms.

https://hal.inrae.fr/hal-02749417