13 citations · 13 across the 1 of their papers we have counts for
4 papers · 1 filter
Counting Fish and Dolphins in Sonar Images Using Deep Learning
Stefan Schneider, Alex Zhuang
Deep learning provides the opportunity to improve upon conflicting reports considering the relationship between the Amazon river's fish and dolphin abundance and reduced canopy cov…
Similarity Learning Networks for Animal Individual Re-Identification -- Beyond the Capabilities of a Human Observer
Stefan Schneider, Graham W. Taylor, Stefan Linquist +1
Deep learning has become the standard methodology to approach computer vision tasks when large amounts of labeled data are available. One area where traditional deep learning appro…
Past, Present, and Future Approaches Using Computer Vision for Animal Re-Identification from Camera Trap Data
Stefan Schneider, Graham W. Taylor, Stefan S. Linquist +1
The ability of a researcher to re-identify (re-ID) an individual animal upon re-encounter is fundamental for addressing a broad range of questions in the study of ecosystem functio…
Deep Learning Object Detection Methods for Ecological Camera Trap Data
Stefan Schneider, Graham W. Taylor, Stefan C. Kremer
Deep learning methods for computer vision tasks show promise for automating the data analysis of camera trap images. Ecological camera traps are a common approach for monitoring an…