Daniel Langenkämper

dlangenk@cebitec.uni-bielefeld.de
ORCID logo https://orcid.org/0000-0003-1857-5040

PEVZ-ID
23268922

33 Publikationen

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  • [33]
    2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994713 OA
    Venkataramanan, Aishwarya, Kloster, Michael, Burfeid-Castellanos, Andrea, Dani, Mimoza, Mayombo, Ntambwe A S, Vidakovic, Danijela, Langenkämper, Daniel, Tan, Mingkun, Pradalier, Cedric, Nattkemper, Tim Wilhelm, Laviale, Martin, and Beszteri, Bánk. ““UDE DIATOMS in the Wild 2024”: a new image dataset of freshwater diatoms for training deep learning models”. GigaScience 13 (2024).
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  • [32]
    2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2992869 OA
    Langenkämper, Daniel, Buhl-Mortensen, Pål, Nilssen, Ingunn, and Nattkemper, Tim Wilhelm. “New ecological knowledge of the bubblegum coral Paragorgia arborea (L. 1758) using computer vision”. Discover Oceans 1.1 (2024): 21.
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  • [31]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981135 OA
    van Kevelaer, Robin, Langenkämper, Daniel, Nilssen, Ingunn, Buhl-Mortensen, Pål, and Nattkemper, Tim Wilhelm. “A data science approach for multi-sensor marine observatory data monitoring cold water corals (Paragorgia arborea) in two campaigns”. PLOS ONE 18.7 (2023): e0282723.
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  • [30]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979717
    Momber, Andreas W., Langenkämper, Daniel, Möller, Torben, and Nattkemper, Tim Wilhelm. “The exploration and annotation of large amounts of visual inspection data for protective coating systems on stationary marine steel structures”. Ocean Engineering 278 (2023): 114337.
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  • [29]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969165 OA
    Kloster, Michael, Burfeid-Castellanos, Andrea M., Langenkämper, Daniel, Nattkemper, Tim Wilhelm, and Beszteri, Bánk. “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 (2023): e0272103.
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  • [28]
    2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968512
    Momber, Andreas, Langenkämper, Daniel, Möller, Torben, and Nattkemper, Tim Wilhelm. “Eine Online-Plattform für die Verarbeitung digitaler visueller Daten zur Zustandsbeschreibung von Beschichtungssystemen an maritimen Stahlbauten”. Stahlbau (2023).
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  • [27]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2965093 OA
    Langenkämper, Daniel, Mogstad, Aksel Alstad, Hansen, Ingrid Myrnes, Baussant, Thierry, Bergsagel, Oystein, Nilssen, Ingunn, Frost, Tone Karin, and Nattkemper, Tim Wilhelm. “Exploring time series of hyperspectral images for cold water coral stress response analysis”. PLoS ONE 17.8 (2022): e0272408.
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  • [26]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964556 OA
    Tan, Mingkun, Langenkämper, Daniel, and Nattkemper, Tim Wilhelm. “The Impact of Data Augmentations on Deep Learning-Based Marine Object Classification in Benthic Image Transects”. Sensors 22.14 (2022): 5383.
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  • [25]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962701
    Momber, Andreas W., Nattkemper, Tim Wilhelm, Langenkämper, Daniel, Möller, Torben, Bruen, Daniel, Schaumann, Peter, and Shojai, Sulaiman. “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 (2022): 1184.
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  • [24]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960547
    Momber, Andreas W., Nattkemper, Tim Wilhelm, Langenkämper, Daniel, Möller, Torben, Brün, Daniel, Schaumann, Peter, and Shojai, Suleiman. “A data-based model for condition monitoring and maintenance planning for protective coating systems for wind tower structures”. Renewable Energy (2022).
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  • [23]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2952736 OA
    Canals, Miquel, Pham, Christopher K., Bergmann, Melanie, Gutow, Lars, Hanke, Georg, van Sebille, Erik, Angiolillo, Michela, Buhl-Mortensen, Lene, Cau, Alessando, Ioakeimidis, Christos, Kammann, Ulrike, Lundsten, Lonny, Papatheodorou, George, Purser, Autun, Sanchez-Vidal, Anna, Schulz, Marcus, Vinci, Matteo, Chiba, Sanae, Galgani, Francois, Langenkämper, Daniel, Moller, Tiia, Nattkemper, Tim Wilhelm, Ruiz, Marta, Suikkanen, Sanna, Woodall, Lucy, Fakiris, Elias, Jack, Maria Eugenia Molina, and Giorgetti, Alessandra. “The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospects”. Environmental Research Letters 16.2 (2021): 023001.
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  • [22]
    2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2960196
    Momber, Andreas W., Möller, Torben, Langenkämper, Daniel, Nattkemper, Tim Wilhelm, and Bruen, Daniel. “A Digital Twin concept for the prescriptive maintenance of protective coating systems on wind turbine structures”. Wind Engineering (2021): 0309524X211060550.
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  • [21]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2956291
    Momber, Andreas, Nattkemper, Tim Wilhelm, Langenkämper, Daniel, Möller, Torben, Bruen, Daniel, Schaumann, Peter, and Shojai, Sulaiman. “Digitalisierung und Verarbeitung von Sensordaten für die Zustandsbewertung von Oberflächenschutzsystemen stählerner Türme von Onshore-Windenergieanlagen”. Stahlbau 90.7 (2021): 528-541.
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  • [20]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723 OA
    Kloster, Michael, Langenkämper, Daniel, Zurowietz, Martin, Beszteri, Bánk, and Nattkemper, Tim Wilhelm. “Deep learning-based diatom taxonomy on virtual slides”. Scientific Reports 10.1 (2020): 14416.
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  • [19]
    2020 | Bielefelder E-Dissertation | PUB-ID: 2941174 OA
    Langenkämper, Daniel. Data-driven models for taxonomic classification in marine science. Bielefeld: Universität Bielefeld, 2020.
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  • [18]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381
    Langenkämper, Daniel, Zurowietz, Martin, Schoening, Timm, and Nattkemper, Tim Wilhelm. “Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections”. Frontiers in Marine Science 7 (2020): 617268.
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  • [17]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944775
    Schoening, Timm, Purser, Autun, Langenkämper, Daniel, Suck, Inken, Taylor, James, Cuvelier, Daphne, Lins, Lidia, Simon-Lledo, Erik, Marcon, Yann, Jones, Daniel O. B., Nattkemper, Tim W., Koeser, Kevin, Zurowietz, Martin, Gomes-Pereira, Jose, and Greinert, Jens. “Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison”. BIOGEOSCIENCES 17.12 (2020): 3115-3133.
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  • [16]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758 OA
    Langenkämper, Daniel, van Kevelaer, Robin, Purser, Autun, and Nattkemper, Tim Wilhelm. “Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification”. Frontiers in Marine Science 7 (2020): 506.
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  • [15]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069 OA
    Langenkämper, Daniel, Simon-Lledó, Erik, Hosking, Brett, Jones, Daniel O. B., and Nattkemper, Tim Wilhelm. “On the impact of Citizen Science-derived data quality on deep learning based classification in marine images”. PLOS ONE 14.6 (2019): e0218086.
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  • [14]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2935366
    Zurowietz, Martin, Langenkämper, Daniel, and Nattkemper, Tim Wilhelm. “BIIGLE2Go - A scalable image annotation system for easy deployment on cruises”. Proceedings of IEEE OCEANS 2019. 2019.
    PUB | DOI | Download (ext.)
     
  • [13]
    2019 | Konferenzbeitrag | Im Druck | PUB-ID: 2937705
    Möller, Torben, Langenkämper, Daniel, and Nattkemper, Tim Wilhelm. “Wind turbine segmentation performing kNN-clustering on superpixel segmentations”. Image and Signal Processing for Remote Sensing XXV. Ed. Lorenzo Bruzzone and Francesca Bovolo. In Press.Vol. 11155. Image and Signal Processing for Remote Sensing XXV. Proceedings.
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  • [12]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066 OA
    Zurowietz, Martin, Langenkämper, Daniel, Hosking, Brett, Ruhl, Henry, and Nattkemper, Tim Wilhelm. “MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration ”. PLoS ONE 13.11 (2018): e0207498.
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  • [11]
    2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039 OA
    Langenkämper, Daniel, van Kevelaer, Robin, and Nattkemper, Tim Wilhelm. “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, Accepted.
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  • [10]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190 OA
    Langenkämper, Daniel, Zurowietz, Martin, Schoening, Timm, and Nattkemper, Tim Wilhelm. “BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections”. Frontiers in Marine Science 4.March (2017): 83.
    PUB | Dateien verfügbar | DOI | WoS
     
  • [9]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477
    Ahmed Raza, Shan E, Langenkämper, Daniel, Sirinukunwattana, Korsuk, Epstein, David, Nattkemper, Tim Wilhelm, and Rajpoot, Nasir M. “Robust normalization protocols for multiplexed fluorescence bioimage analysis”. BioData Mining 9.1 (2016): 11.
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  • [8]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943
    Langenkämper, Daniel, Jakobi, Tobias, Feld, Dustin, Jelonek, Lukas, Goesmann, Alexander, and Nattkemper, Tim Wilhelm. “Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations”. Frontiers in Genetics 7 (2016): 5.
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  • [7]
    2016 | Konferenzbeitrag | Angenommen | PUB-ID: 2904670
    Langenkämper, Daniel, and Nattkemper, Tim Wilhelm. “COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental Data”. Proceedings of the International Conference on Pattern Recognition (ICPR). Accepted.
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  • [6]
    2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947
    Schoening, Timm, Langenkämper, Daniel, Steinbrink, Björn, Brün, Daniel, and Nattkemper, Tim Wilhelm. “Rapid image processing and classification in underwater exploration using advanced high performance computing”. Proc. of the IEEE Oceans. Washington DC, USA: IEEE, In Press.
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  • [5]
    2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712 OA
    Langenkämper, Daniel, Goesmann, Alexander, and Nattkemper, Tim Wilhelm. “AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization”. BMC Bioinformatics 15.1 (2014): 384.
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  • [4]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783 OA
    Kölling, Jan, Langenkämper, Daniel, Sylvie, Abouna, Michale, Khan, and Nattkemper, Tim Wilhelm. “WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages”. Bioinformatics 28.8 (2012): 1143-1150.
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  • [3]
    2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232 OA
    Loyek, Christian, Kölling, Jan, Langenkämper, Daniel, Niehaus, Karsten, and Nattkemper, Tim Wilhelm. “A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages”. Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings. Ed. João Gama, Elizabeth Bradley, and Jaakko Hollmén. Berlin, Heidelberg: Springer, 2011.Vol. 7014. Lecture Notes in Computer Science. 258-269.
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  • [2]
    2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237 OA
    Langenkämper, Daniel, Kölling, Jan, Khan, Michael, Rajpoot, Nasir, and Nattkemper, Tim Wilhelm. “Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis”. Presented at the Workshop on Computational Systems Biology (WCSB), Zürich, Switzerland, 2011.
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  • [1]
    2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705 OA
    Langenkämper, Daniel, Kölling, Jan, Abouna, Sylvie, Khan, Michael, Niehaus, Karsten, and Nattkemper, Tim Wilhelm. “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, 2011.
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