Towards automatic identification of elephants in the wild M Körschens, B Barz, J Denzler arXiv preprint arXiv:1812.04418, 2018 | 51 | 2018 |
Elpephants: A fine-grained dataset for elephant re-identification M Korschens, J Denzler Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 38 | 2019 |
Pre-trained models are not enough: active and lifelong learning is important for long-term visual monitoring of mammals in biodiversity research—individual identification and … P Bodesheim, J Blunk, M Körschens, CA Brust, C Käding, J Denzler Mammalian Biology 102 (3), 875-897, 2022 | 13 | 2022 |
Beyond Global Average Pooling: Alternative Feature Aggregations for Weakly Supervised Localization. M Körschens, P Bodesheim, J Denzler VISIGRAPP (4: VISAPP), 180-191, 2022 | 6 | 2022 |
Towards confirmable automated plant cover determination M Körschens, P Bodesheim, C Römermann, SF Bucher, J Ulrich, ... European Conference on Computer Vision, 312-329, 2020 | 5 | 2020 |
Weakly supervised segmentation pretraining for plant cover prediction M Körschens, P Bodesheim, C Römermann, SF Bucher, M Migliavacca, ... DAGM German Conference on Pattern Recognition, 589-603, 2021 | 4 | 2021 |
Automatic plant cover estimation with convolutional neural networks M Körschens, P Bodesheim, C Römermann, SF Bucher, M Migliavacca, ... arXiv preprint arXiv:2106.11154, 2021 | 3 | 2021 |
Determining the community composition of herbaceous species from images using convolutional neural networks M Körschens, SF Bucher, P Bodesheim, J Ulrich, J Denzler, ... Ecological Informatics 80, 102516, 2024 | 2 | 2024 |
Occlusion-Robustness of Convolutional Neural Networks via Inverted Cutout M Körschens, P Bodesheim, J Denzler 2022 26th International Conference on Pattern Recognition (ICPR), 2829-2835, 2022 | 1 | 2022 |
Improving Data Efficiency for Plant Cover Prediction with Label Interpolation and Monte-Carlo Cropping M Körschens, SF Bucher, C Römermann, J Denzler DAGM German Conference on Pattern Recognition, 321-334, 2023 | | 2023 |
Unified Automatic Plant Cover and Phenology Prediction M Körschens, SF Bucher, C Römermann, J Denzler Proceedings of the IEEE/CVF International Conference on Computer Vision, 685-693, 2023 | | 2023 |
Domain Adaptation and Active Learning for Fine-Grained Recognition in the Field of Biodiversity B Gruner, M Körschens, B Barz, J Denzler arXiv preprint arXiv:2110.11778, 2021 | | 2021 |