49 citations · 91 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 40 cited
Ensembles of Vision Transformers as a New Paradigm for Automated Classification in Ecology
S. Kyathanahally, T. Hardeman, M. Reyes +5
Monitoring biodiversity is paramount to manage and protect natural resources. Collecting images of organisms over large temporal or spatial scales is a promising practice to monito…
cs.CV2021★ 2 cited
Deep Learning Classification of Lake Zooplankton
S. P. Kyathanahally, T. Hardeman, E. Merz +5
Plankton are effective indicators of environmental change and ecosystem health in freshwater habitats, but collection of plankton data using manual microscopic methods is extremely…
q-bio.PE2021★ 49 cited
Underwater dual-magnification imaging for automated lake plankton monitoring
E. Merz, T. Kozakiewicz, M. Reyes +10
We present an approach for automated in-situ monitoring of phytoplankton and zooplankton communities based on a dual magnification dark-field imaging microscope/camera. We describe…