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A new fine-grained method for automated visual analysis of herbarium specimens: A case study for phenological data extraction. Goeau Hervé, Mora-Fallas Adán, Champ Julien, Rossington Love Natalie L., Mazer Susan J., Mata-Montero Erick, Joly Alexis, Bonnet Pierre. 2020. Applications in Plant Sciences, 8 (6), n.spéc. Machine Learning in Plant Biology: Advances Using Herbarium Specimen Images:e11368, 11 p.

A new method for counting reproductive structures in digitized herbarium specimens using mask R-CNN. Davis Charles C., Champ Julien, Park Daniel S., Breckheimer Ian, Lyra Goia M., Xie Junxi, Joly Alexis, Tarapore Dharmesh, Ellison Aaron M., Bonnet Pierre. 2020. Frontiers in Plant Science, 11:1129, 13 p.

Toward a large‐scale and deep phenological stage annotation of herbarium specimens: Case studies from temperate, tropical, and equatorial floras. Lorieul Titouan, Pearson Katelin D., Ellwood Elizabeth R., Goeau Hervé, Molino Jean-François, Sweeney Patrick W., Yost Jennifer M., Sachs Joel, Mata-Montero Erick, Nelson Gil, Soltis Pamela S., Bonnet Pierre, Joly Alexis. 2019. Applications in Plant Sciences, 7 (3), n.spéc. Emerging Frontiers in Phenological Research:e01233, 14 p.