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 attribute prediction with image features from deep neural networks and decoupled decision models applied to elephants and great apes
Mammalian Biology. 102: pages 875-897. 2022. [bibtex] [web] [abstract] |
Carpe Diem: A Lifelong Learning Tool for Automated Wildlife Surveillance
Computer Science for Biodiversity Workshop (CS4Biodiversity), INFORMATIK 2021. Pages 417-423. 2021. [bibtex] [pdf] |
Self-Supervised Learning from Semantically Imprecise Data
arXiv preprint arXiv:2104.10901. 2021. [bibtex] [pdf] [abstract] |
Investigating the Consistency of Uncertainty Sampling in Deep Active Learning
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 159-173. 2021. [bibtex] [pdf] [web] [abstract] |
Making Every Label Count: Handling Semantic Imprecision by Integrating Domain Knowledge
International Conference on Pattern Recognition (ICPR). 2020. [bibtex] [pdf] [abstract] |
Active and Incremental Learning with Weak Supervision
Künstliche Intelligenz (KI). 2020. [bibtex] [pdf] [abstract] |
Automated Polyp Differentiation on Coloscopic Data using Semantic Segmentation with CNNs
Endoscopy. 51 (04): pages 4. 2019. [bibtex] [web] [abstract] |
Active Learning for Deep Object Detection
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 181-190. 2019. [bibtex] [pdf] [abstract] |
Integrating Domain Knowledge: Using Hierarchies to Improve Deep Classifiers
Asian Conference on Pattern Recognition (ACPR). 2019. [bibtex] [pdf] [abstract] |
Not just a Matter of Semantics: The Relationship between Visual Similarity and Semantic Similarity
DAGM German Conference on Pattern Recognition (DAGM-GCPR). Pages 414-427. 2019. [bibtex] [pdf] [abstract] |
Registration of High Resolution Sar and Optical Satellite Imagery Using Fully Convolutional Networks
International Geoscience and Remote Sensing Symposium (IGARSS). Pages 5152-5155. 2019. [bibtex] [pdf] [abstract] |
Keeping the Human in the Loop: Towards Automatic Visual Monitoring in Biodiversity Research
International Conference on Ecological Informatics (ICEI). Pages 16. 2018. [bibtex] [abstract] |
Dataless Black-Box Model Comparison
Pattern Recognition and Image Analysis. Advances in Mathematical Theory and Applications (PRIA). 28 (4): pages 676-683. 2018. (also published at ICPRAI 2018) [bibtex] [abstract] |
Towards Automated Visual Monitoring of Individual Gorillas in the Wild
ICCV Workshop on Visual Wildlife Monitoring (ICCV-WS). Pages 2820-2830. 2017. [bibtex] [pdf] [abstract] |
You Have To Look More Than Once: Active and Continuous Exploration using YOLO
CVPR Workshop on Continuous and Open-Set Learning (CVPR-WS). 2017. Poster presentation and extended abstract [bibtex] [abstract] |
Neither Quick Nor Proper -- Evaluation of QuickProp for Learning Deep Neural Networks
2016. Technical Report TR-FSU-INF-CV-2016-01 [bibtex] [pdf] [abstract] |
Convolutional Patch Networks with Spatial Prior for Road Detection and Urban Scene Understanding
International Conference on Computer Vision Theory and Applications (VISAPP). Pages 510-517. 2015. [bibtex] [pdf] [abstract] |
Efficient Convolutional Patch Networks for Scene Understanding
CVPR Workshop on Scene Understanding (CVPR-WS). 2015. Poster presentation and extended abstract [bibtex] [pdf] [abstract] |