1 citations · 1 across the 3 of their papers we have counts for
Showing cs.CVShow all
3 papers · 1 filter
cs.CV2026★ 1 cited
Vision Transformers for Zero-Shot Clustering of Animal Images: A Comparative Benchmarking Study
Hugo Markoff, Stefan Hein Bengtson, Michael Ørsted
Manual labeling of animal images remains a significant bottleneck in ecological research, limiting the scale and efficiency of biodiversity monitoring efforts. This study investiga…
cs.CV2025
Zero-Shot Wildlife Sorting Using Vision Transformers: Evaluating Clustering and Continuous Similarity Ordering
Hugo Markoff, Jevgenijs Galaktionovs
Camera traps generate millions of wildlife images, yet many datasets contain species that are absent from existing classifiers. This work evaluates zero-shot approaches for organiz…
cs.CV2025
Hierarchical Re-Classification: Combining Animal Classification Models with Vision Transformers
Hugo Markoff, Jevgenijs Galaktionovs
State-of-the-art animal classification models like SpeciesNet provide predictions across thousands of species but use conservative rollup strategies, resulting in many animals labe…