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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

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

Get full text

RAMTaB: robust alignment of multi-tag bioimages. by Shan-e-Ahmed Raza, Ahmad Humayun, Sylvie Abouna, Tim W Nattkemper, David B A Epstein, Michael Khan, Nasir M Rajpoot

Get full text

Publisher Correction: Making marine image data FAIR by Timm Schoening, Jennifer M. Durden, Claas Faber, Janine Felden, Karl Heger, Henk-Jan T. Hoving, Rainer Kiko, Kevin Köser, Christopher Krämmer, Tom Kwasnitschka, Klas Ove Möller, David Nakath, Andrea Naß, Tim W. Nattkemper, Autun Purser, Martin Zurowietz

Get full text