Harnessing large-scale herbarium image datasets through representation learning

BE Walker, A Tucker, N Nicolson - Frontiers in plant science, 2022 - frontiersin.org
The mobilization of large-scale datasets of specimen images and metadata through
herbarium digitization provide a rich environment for the application and development of …

Cross-validation of a semantic segmentation network for natural history collection specimens

AN de la Hidalga, PL Rosin, X Sun, L Livermore… - Machine Vision and …, 2022 - Springer
Semantic segmentation has been proposed as a tool to accelerate the processing of natural
history collection images. However, developing a flexible and resilient segmentation …

[HTML][HTML] Envisaging a global infrastructure to exploit the potential of digitised collections

Q Groom, M Dillen, W Addink, AHH Ariño… - Biodiversity Data …, 2023 - ncbi.nlm.nih.gov
Tens of millions of images from biological collections have become available online over the
last two decades. In parallel, there has been a dramatic increase in the capabilities of image …