31 Publikationen
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981135van Kevelaer, R., et al., 2023. A data science approach for multi-sensor marine observatory data monitoring cold water corals (Paragorgia arborea) in two campaigns. PLOS ONE, 18(7): e0282723.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969165Kloster, M., et al., 2023. Improving deep learning-based segmentation of diatoms in gigapixel-sized virtual slides by object-based tile positioning and object integrity constraint. PLOS ONE, 18(2): e0272103.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964556Tan, M., Langenkämper, D., & Nattkemper, T.W., 2022. The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects. Sensors, 22(14): 5383.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962701Momber, A.W., et al., 2022. Corrigendum to “A data-based model for condition monitoring and maintenance planning for protective coating systems for wind tower structures” [Renew. Energy 186 (2022) 957–973]. Renewable Energy , 188, p 1184.PUB | DOI | WoS
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723Kloster, M., et al., 2020. Deep learning-based diatom taxonomy on virtual slides. Scientific Reports, 10(1): 14416.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381Langenkämper, D., et al., 2020. Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science, 7: 617268.PUB | DOI | Download (ext.) | WoS
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2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2935366Zurowietz, M., Langenkämper, D., & Nattkemper, T.W., 2019. BIIGLE2Go - A scalable image annotation system for easy deployment on cruises. In Proceedings of IEEE OCEANS 2019.PUB | DOI | Download (ext.)
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2019 | Konferenzbeitrag | Im Druck | PUB-ID: 2937705Möller, T., Langenkämper, D., & Nattkemper, T.W., In Press. Wind turbine segmentation performing kNN-clustering on superpixel segmentations. In L. Bruzzone & F. Bovolo, eds. Image and Signal Processing for Remote Sensing XXV. Image and Signal Processing for Remote Sensing XXV. Proceedings. no.11155PUB
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2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066Zurowietz, M., et al., 2018. MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration . PLoS ONE, 13(11): e0207498.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039Langenkämper, D., van Kevelaer, R., & Nattkemper, T.W., Accepted. Strategies for Tackling the Class Imbalance Problem in Marine Image Classification. Presented at the International Conference on Pattern Recognition 2018, Computer Vision for Automated Analysis of Underwater Imagery Workshop, Beijing.PUB | PDF
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190Langenkämper, D., et al., 2017. BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science, 4(March): 83.PUB | Dateien verfügbar | DOI | WoS
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477Ahmed Raza, S.E., et al., 2016. Robust normalization protocols for multiplexed fluorescence bioimage analysis. BioData Mining, 9(1): 11.PUB | DOI | WoS | PubMed | Europe PMC
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2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943Langenkämper, D., et al., 2016. Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations. Frontiers in Genetics, 7: 5.PUB | DOI | WoS | PubMed | Europe PMC
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2016 | Konferenzbeitrag | Angenommen | PUB-ID: 2904670Langenkämper, D., & Nattkemper, T.W., Accepted. COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental Data. In Proceedings of the International Conference on Pattern Recognition (ICPR).PUB
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2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947Schoening, T., et al., In Press. Rapid image processing and classification in underwater exploration using advanced high performance computing. In Proc. of the IEEE Oceans. Washington DC, USA: IEEE.PUB
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2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712Langenkämper, D., Goesmann, A., & Nattkemper, T.W., 2014. AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization. BMC Bioinformatics, 15(1): 384.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783Kölling, J., et al., 2012. WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages. Bioinformatics, 28(8), p 1143-1150.PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232Loyek, C., et al., 2011. A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages. In J. Gama, E. Bradley, & J. Hollmén, eds. Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings. Lecture Notes in Computer Science. no.7014 Berlin, Heidelberg: Springer, pp. 258-269.PUB | PDF | DOI
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2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705Langenkämper, D., et al., 2011. TICAL - a web-tool for multivariate image clustering and data topology preserving visualization. Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.PUB | PDF | Download (ext.)