Reversing extinction trends: new uses of (old) herbarium specimens to accelerate conservation action on threatened species

G Albani Rocchetti, CG Armstrong, T Abeli… - New …, 2021 - Wiley Online Library
Although often not collected specifically for the purposes of conservation, herbarium
specimens offer sufficient information to reconstruct parameters that are needed to …

Applications of computer vision and machine learning techniques for digitized herbarium specimens: A systematic literature review

BR Hussein, OA Malik, WH Ong, JWF Slik - Ecological Informatics, 2022 - Elsevier
Herbaria contain the treasure of millions of specimens that have been preserved for several
years for scientific studies. To increase the rate of scientific discoveries, digitization of these …

A deep learning-based approach for detecting plant organs from digitized herbarium specimen images

A Triki, B Bouaziz, W Mahdi - Ecological Informatics, 2022 - Elsevier
Herbarium specimens are excellent sources of botanical information to facilitate
understanding and monitoring the evolution of plants and their effects on global climate …

Application of computer vision and machine learning for digitized herbarium specimens: A systematic literature review

BR Hussein, OA Malik, WH Ong, JWF Slik - arxiv preprint arxiv …, 2021 - arxiv.org
Herbarium contains treasures of millions of specimens which have been preserved for
several years for scientific studies. To speed up more scientific discoveries, a digitization of …

Testing color reference charts for the herbarium digitization purposes

A Novikov, M Sup-Novikova, V Nachychko… - Plant …, 2024 - plantintroduction.org
The current paper represents the continuation of the testing of the budget photosystems for
herbarium digitization and aims to demonstrate the color reproduction accuracy besides …

[PDF][PDF] Applying for, Operating, and Renewing a Research Experience for Undergraduates Site Program in Computational Biology

H Qin - Proceedings of the International Multi-Conference on …, 2022 - par.nsf.gov
We reflected on our experience in applying for, operating, and renewing a Research
Experience for Undergraduates Site program in computational biology from 2016 to 2021 at …

Performant barcode decoding for herbarium specimen images using vector‐assisted region proposals (VARP)

C Powell, J Shaw - Applications in Plant Sciences, 2021 - Wiley Online Library
Premise The scale and associated costs of herbarium digitization make process automation
appealing. One such process for many workflows is the association of specimen image files …