3 papers
cs.CV2019
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…
cs.CV2018
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…
cs.CV2018
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…