BIIGLE 2.0-browsing and annotating large marine image collections D Langenkämper, M Zurowietz, T Schoening, TW Nattkemper Frontiers in Marine Science 4, 83, 2017 | 193 | 2017 |
MAIA—A machine learning assisted image annotation method for environmental monitoring and exploration M Zurowietz, D Langenkämper, B Hosking, HA Ruhl, TW Nattkemper PloS one 13 (11), e0207498, 2018 | 58 | 2018 |
Deep learning-based diatom taxonomy on virtual slides M Kloster, D Langenkämper, M Zurowietz, B Beszteri, TW Nattkemper Scientific reports 10 (1), 14416, 2020 | 40 | 2020 |
Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison T Schoening, A Purser, D Langenkämper, I Suck, J Taylor, D Cuvelier, ... Biogeosciences 17 (12), 3115-3133, 2020 | 31 | 2020 |
Unsupervised knowledge transfer for object detection in marine environmental monitoring and exploration M Zurowietz, TW Nattkemper IEEE Access 8, 143558-143568, 2020 | 18 | 2020 |
Making marine image data FAIR T Schoening, JM Durden, C Faber, J Felden, K Heger, HJT Hoving, ... Scientific Data 9 (1), 414, 2022 | 16 | 2022 |
An interactive visualization for feature localization in deep neural networks M Zurowietz, TW Nattkemper Frontiers in artificial intelligence 3, 49, 2020 | 16 | 2020 |
Current trends and future directions of large scale image and video annotation: Observations from four years of BIIGLE 2.0 M Zurowietz, TW Nattkemper Frontiers in Marine Science 8, 760036, 2021 | 11 | 2021 |
A digital light microscopic method for diatom surveys using embedded acid-cleaned samples AM Burfeid-Castellanos, M Kloster, S Beszteri, U Postel, M Spyra, ... Water 14 (20), 3332, 2022 | 5 | 2022 |
Fast visual exploration of mass spectrometry images with interactive dynamic spectral similarity pseudocoloring K Wüllems, A Zurowietz, M Zurowietz, R Schneider, H Bednarz, ... Scientific Reports 11 (1), 4606, 2021 | 5 | 2021 |
BIIGLE2Go—a scalable image annotation system for easy deployment on cruises M Zurowietz, D Langenkämper, TW Nattkemper OCEANS 2019-Marseille, 1-6, 2019 | 4 | 2019 |
A digital light microscopic method for diatom surveys AM Burfeid-Castellanos, M Kloster, S Beszteri, U Postel, M Spyra, ... Preprints, 2022 | 1 | 2022 |
Large-Scale Marine Image Annotation in the Age of the Web and Deep Learning M Zurowietz Dissertation, Bielefeld, Universität Bielefeld, 2022, 2022 | 1 | 2022 |
Deep learning–assisted biodiversity assessment in deep-sea benthic megafauna communities: a case study in the context of polymetallic nodule mining D Cuvelier, M Zurowietz, TW Nattkemper Frontiers in Marine Science 11, 1366078, 2024 | | 2024 |
Report on the Marine Imaging Workshop 2022 C Borremans, J Durden, T Schoening, E Curtis, L Adams, AB Albu, ... Research Ideas and Outcomes 10, e119782, 2024 | | 2024 |
First insights on Vazella pourtalesii assemblage dynamics J Grinyó, J Aguzzi, R García, N Gracias, TW Nattkemper, M Zurowietz, ... | | 2022 |
BIIGLE 2.0-Browsing and Annotating Large Marine Image Collections (vol 4, 83, 2017) D Langenkaemper, M Zurowietz, T Schoening, TW Nattkemper FRONTIERS IN MARINE SCIENCE 7, 2020 | | 2020 |
Corrigendum: BIIGLE 2.0-Browsing and Annotating Large Marine Image Collections D Langenkämper, M Zurowietz, T Schoening, TW Nattkemper Frontiers in Marine Science 7, 617268, 2020 | | 2020 |
Megafauna community assessment with cameras: Platform, annotator and methodology comparison T Schoening, A Purser, D Langenkämper, I Suck, J Taylor, D Cuvelier, ... | | 2020 |
Data for the evaluation of the MAIA method for image annotation M Zurowietz, D Langenkämper, B Hosking, HA Ruhl, TW Nattkemper Zenodo, 2018 | | 2018 |