Matthias Körschens

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 13

Top Topics

Convolutional Neural Networks

Top Venues

VISIGRAPP (4: VISAPP)

Publications

Matthias Körschens, Solveig Franziska Bucher, Paul Bodesheim, Josephine Ulrich, Joachim Denzler, Christine Römermann
Determining the community composition of herbaceous species from images using convolutional neural networks. Ecol. Informatics 80 (2024)
Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping. DAGM (2023)
Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
Unified Automatic Plant Cover and Phenology Prediction. ICCV (Workshops) (2023)
Matthias Körschens, Solveig Franziska Bucher, Christine Römermann, Joachim Denzler
Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping. CoRR (2023)
Matthias Körschens, Paul Bodesheim, Joachim Denzler
Beyond Global Average Pooling: Alternative Feature Aggregations for Weakly Supervised Localization. VISIGRAPP (4: VISAPP) (2022)
Matthias Körschens, Paul Bodesheim, Joachim Denzler
Occlusion-Robustness of Convolutional Neural Networks via Inverted Cutout. ICPR (2022)
Bernd Gruner, Matthias Körschens, Björn Barz, Joachim Denzler
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity. CoRR (2021)
Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
Automatic Plant Cover Estimation with Convolutional Neural Networks. GI-Jahrestagung (2021)
Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
Automatic Plant Cover Estimation with Convolutional Neural Networks. CoRR (2021)
Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Mirco Migliavacca, Josephine Ulrich, Joachim Denzler
Weakly Supervised Segmentation Pretraining for Plant Cover Prediction. GCPR (2021)
Matthias Körschens, Paul Bodesheim, Christine Römermann, Solveig Franziska Bucher, Josephine Ulrich, Joachim Denzler
Towards Confirmable Automated Plant Cover Determination. ECCV Workshops (6) (2020)
Matthias Körschens, Joachim Denzler
ELPephants: A Fine-Grained Dataset for Elephant Re-Identification. ICCV Workshops (2019)
Matthias Körschens, Björn Barz, Joachim Denzler
Towards Automatic Identification of Elephants in the Wild. CoRR (2018)