Stefan Schneider

Bulk arthropod abundance, biomass and diversity estimation using deep learning for computer vision

Graham W. Taylor, Jeremy R. deWaard, Alex Zhuang, 2021, Methods in Ecology and Evolution.

Similarity learning networks for animal individual re-identification: an ecological perspective

Graham W. Taylor, Stefan C. Kremer, Stefan Schneider, 2022, Mammalian Biology.

Past, present and future approaches using computer vision for animal re‐identification from camera trap data pdf

Graham W. Taylor, Stefan C. Kremer, Stefan Schneider, 2018, Methods in Ecology and Evolution.

Deep Learning-Based Multi-scale Multi-object Detection and Classification for Autonomous Driving

Ying Liu, Stefan-Alexander Schneider, Armin Engstle, 2019, Proceedings.

Similarity Learning Networks for Animal Individual Re-Identification - Beyond the Capabilities of a Human Observer

Graham W. Taylor, Stefan C. Kremer, Stefan Schneider, 2019, 2020 IEEE Winter Applications of Computer Vision Workshops (WACVW).

Deep Learning Object Detection Methods for Ecological Camera Trap Data

Graham W. Taylor, Stefan C. Kremer, Stefan Schneider, 2018, 2018 15th Conference on Computer and Robot Vision (CRV).

Three critical factors affecting automated image species recognition performance for camera traps

Saul Greenberg, Graham W. Taylor, Stefan C. Kremer, 2020, Ecology and evolution.

Getting the bugs out of AI: Advancing ecological research on arthropods through computer vision.

Graham W. Taylor, J. Fryxell, Stefan C. Kremer, 2023, Ecology letters.

Getting the Bugs Out: Entomology Using Computer Vision

Graham W. Taylor, J. Fryxell, Stefan Schneider, 2022 .

Counting Fish and Dolphins in Sonar Images Using Deep Learning pdf

Stefan Schneider, Alex Zhuang, Alex Zhuang, 2020, ArXiv.