Unsupervised Knowledge Transfer for Object Detection in Marine Environmental Monitoring and Exploration by Martin Zurowietz, Tim W. Nattkemper

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Current Trends and Future Directions of Large Scale Image and Video Annotation: Observations From Four Years of BIIGLE 2.0 by Martin Zurowietz, Tim W. Nattkemper

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ALMI—A Generic Active Learning System for Computational Object Classification in Marine Observation Images by Torben Möller, Tim W. Nattkemper

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The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects by Mingkun Tan, Daniel Langenkämper, Tim W. Nattkemper

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Deep learning–assisted biodiversity assessment in deep-sea benthic megafauna communities: a case study in the context of polymetallic nodule mining by Daphne Cuvelier, Martin Zurowietz, Tim W. Nattkemper

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Spatio-Temporal Metabolite Profiling of the Barley Germination Process by MALDI MS Imaging. by Karin Gorzolka, Jan Kölling, Tim W Nattkemper, Karsten Niehaus

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Identification of Genes Relevant to Symbiosis and Competitiveness in Sinorhizobium meliloti Using Signature-Tagged Mutants by Nataliya Pobigaylo, Silke Szymczak, Tim W. Nattkemper, Anke Becker

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Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections by Daniel Langenkämper, Martin Zurowietz, Timm Schoening, Tim W. Nattkemper

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Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification by Daniel Langenkämper, Robin van Kevelaer, Autun Purser, Tim W. Nattkemper

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MetHoS: a platform for large-scale processing, storage and analysis of metabolomics data by Konstantinos Tzanakis, Tim W. Nattkemper, Karsten Niehaus, Stefan P. Albaum

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MAIA-A machine learning assisted image annotation method for environmental monitoring and exploration. by Martin Zurowietz, Daniel Langenkämper, Brett Hosking, Henry A Ruhl, Tim W Nattkemper

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DELPHI - fast and adaptive computational laser point detection and visual footprint quantification for arbitrary underwater image collections by Timm eSchoening, Thomas eKuhn, Melanie eBergmann, Tim W Nattkemper

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Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint by Michael Kloster, Andrea M. Burfeid-Castellanos, Daniel Langenkämper, Tim W. Nattkemper, Bánk Beszteri

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A Novel Methodology for Characterizing Cell Subpopulations in Automated Time-lapse Microscopy by Georges Hattab, Georges Hattab, Veit Wiesmann, Anke Becker, Tamara Munzner, Tim W. Nattkemper

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Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint. by Michael Kloster, Andrea M Burfeid-Castellanos, Daniel Langenkämper, Tim W Nattkemper, Bánk Beszteri

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Detection and visualization of communities in mass spectrometry imaging data by Karsten Wüllems, Jan Kölling, Hanna Bednarz, Karsten Niehaus, Volkmar H. Hans, Tim W. Nattkemper

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On the impact of Citizen Science-derived data quality on deep learning based classification in marine images. by Daniel Langenkämper, Erik Simon-Lledó, Brett Hosking, Daniel O B Jones, Tim W Nattkemper

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Fast visual exploration of mass spectrometry images with interactive dynamic spectral similarity pseudocoloring by Karsten Wüllems, Annika Zurowietz, Martin Zurowietz, Roland Schneider, Hanna Bednarz, Karsten Niehaus, Tim W. Nattkemper

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Semi-automated image analysis for the assessment of megafaunal densities at the Arctic deep-sea observatory HAUSGARTEN. by Timm Schoening, Melanie Bergmann, Jörg Ontrup, James Taylor, Jennifer Dannheim, Julian Gutt, Autun Purser, Tim W Nattkemper

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ALLocator: an interactive web platform for the analysis of metabolomic LC-ESI-MS datasets, enabling semi-automated, user-revised compound annotation and mass isotopomer ratio analy... by Nikolas Kessler, Frederik Walter, Marcus Persicke, Stefan P Albaum, Jörn Kalinowski, Alexander Goesmann, Karsten Niehaus, Tim W Nattkemper

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