Fast and Efficient Root Phenotyping via Pose Estimation

二维码有效期 120s

摘要Image segmentation is commonly used to estimate the location and shape of plants and their external structures.Segmentation masks are then used to localize landmarks of interest and compute other geometric features that correspond to the plant's phenotype.Despite its prevalence,segmentation-based approaches are laborious (requiring extensive annotation to train) and error-prone (derived geometric features are sensitive to instance mask integrity).

作者 Elizabeth M.Berrigan ^[1] Lin Wang ^[1] Hannah Carrillo ^[1] Kimberly Echegoyen ^[1] Mikayla Kappes ^[1] Jorge Torres ^[1] Angel Ai-Perreira ^[1] Erica McCoy ^[1] Emily Shane ^[1] Charles D.Copeland ^[1] Lauren Ragel ^[1] Charidimos Georgousakis ^[1] Sanghwa Lee ^[1] Dawn Reynolds ^[1] Avery Talgo ^[1] Juan Gonzalez ^[1] Ling Zhang ^[1] Ashish B.Rajurkar ^[1] Michel Ruiz ^[1] Erin Daniels ^[1] Liezl Maree ^[1] Shree Pariyar ^[1] Wolfgang Busch ^[1] Talmo D.Pereira ^[1] 学术成果认领

作者单位 Salk Institute for Biological Studies,La Jolla,CA 92037,USA ^[1]

栏目名称 RESEARCH ARTICLES

DOI 10.34133/plantphenomics.0175

发布时间 2024-12-11

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