Matthias Körschens

15 papers B 1Journal 7Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Large language vision models for zero-shot handwriting recognition of historical herbarium labels.
Ecol. Informatics
Matthias Körschens, Solveig Franziska Bucher, Christiane M. Ritz, Sebastian Gebauer, Jens Wesenberg, Christine Römermann
2025 J jnl
PlantCAPNet: A deep learning system for image-based plant cover and phenology analysis.
Ecol. Informatics
Matthias Körschens, Solveig Franziska Bucher, Paul Bodesheim, Joachim Denzler, Christine Römermann
2024 J jnl
Determining the community composition of herbaceous species from images using convolutional neural networks.
Ecol. Informatics
Matthias Körschens, Solveig Franziska Bucher, Paul Bodesheim, Josephine Ulrich, Joachim Denzler, Christine Römermann
2023 — conf
Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping.
DAGM
Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
2023 J jnl
Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping.
CoRR
Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
2023 — conf
Unified Automatic Plant Cover and Phenology Prediction.
ICCV (Workshops)
Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
2022 — conf
Beyond Global Average Pooling: Alternative Feature Aggregations for Weakly Supervised Localization.
VISIGRAPP (4: VISAPP)
Matthias Körschens, Paul Bodesheim, Joachim Denzler
2022 B conf
Occlusion-Robustness of Convolutional Neural Networks via Inverted Cutout.
ICPR
Matthias Körschens, Paul Bodesheim, Joachim Denzler
2021 — conf
Automatic Plant Cover Estimation with Convolutional Neural Networks.
GI-Jahrestagung
Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
2021 J jnl
Automatic Plant Cover Estimation with Convolutional Neural Networks.
CoRR
Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
2021 J jnl
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity.
CoRR
Bernd Gruner, Matthias Körschens, Björn Barz, Joachim Denzler
2021 — conf
Weakly Supervised Segmentation Pretraining for Plant Cover Prediction.
GCPR
Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
2020 — conf
Towards Confirmable Automated Plant Cover Determination.
ECCV Workshops (6)
Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Josephine Ulrich, Joachim Denzler
2019 — conf
ELPephants: A Fine-Grained Dataset for Elephant Re-Identification.
ICCV Workshops
Matthias Körschens, Joachim Denzler
2018 J jnl
Towards Automatic Identification of Elephants in the Wild.
CoRR
Matthias Körschens, Björn Barz, Joachim Denzler