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 …

Two-phase training mitigates class imbalance for camera trap image classification with CNNs

F Malik, S Wouters, R Cartuyvels, E Ghadery… - arXiv preprint arXiv …, 2021 - arxiv.org
By leveraging deep learning to automatically classify camera trap images, ecologists can
monitor biodiversity conservation efforts and the effects of climate change on ecosystems …

[引用][C] Tree Species Virtual Flora echniques & Futuristic Vision by Digital Platform: A

A Singh, K Ojha, S Dubey, AK Dixit