Daniel Langenkämper

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

PEVZ-ID
23268922

33 Publikationen

Alle markieren

  • [33]
    2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2994713 OA
    Venkataramanan, A., Kloster, M., Burfeid-Castellanos, A., Dani, M., Mayombo, N. A. S., Vidakovic, D., Langenkämper, D., et al. (2024). “UDE DIATOMS in the Wild 2024”: a new image dataset of freshwater diatoms for training deep learning models. GigaScience, 13. https://doi.org/10.1093/gigascience/giae087
    PUB | PDF | DOI | WoS | PubMed | Europe PMC
     
  • [32]
    2024 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2992869 OA
    Langenkämper, D., Buhl-Mortensen, P., Nilssen, I., & Nattkemper, T. W. (2024). New ecological knowledge of the bubblegum coral Paragorgia arborea (L. 1758) using computer vision. Discover Oceans, 1(1), 21. https://doi.org/10.1007/s44289-024-00023-8
    PUB | PDF | DOI
     
  • [31]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981135 OA
    van Kevelaer, R., Langenkämper, D., Nilssen, I., Buhl-Mortensen, P., & Nattkemper, T. W. (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. https://doi.org/10.1371/journal.pone.0282723
    PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [30]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979717
    Momber, A. W., Langenkämper, D., Möller, T., & Nattkemper, T. W. (2023). The exploration and annotation of large amounts of visual inspection data for protective coating systems on stationary marine steel structures. Ocean Engineering, 278, 114337. https://doi.org/10.1016/j.oceaneng.2023.114337
    PUB | DOI | WoS
     
  • [29]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969165 OA
    Kloster, M., Burfeid-Castellanos, A. M., Langenkämper, D., Nattkemper, T. W., & Beszteri, B. (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. https://doi.org/10.1371/journal.pone.0272103
    PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [28]
    2023 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2968512
    Momber, A., Langenkämper, D., Möller, T., & Nattkemper, T. W. (2023). Eine Online-Plattform für die Verarbeitung digitaler visueller Daten zur Zustandsbeschreibung von Beschichtungssystemen an maritimen Stahlbauten. Stahlbau . https://doi.org/10.1002/stab.202200080
    PUB | DOI | WoS
     
  • [27]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2965093 OA
    Langenkämper, D., Mogstad, A. A., Hansen, I. M., Baussant, T., Bergsagel, O., Nilssen, I., Frost, T. K., et al. (2022). Exploring time series of hyperspectral images for cold water coral stress response analysis. PLoS ONE , 17(8), e0272408. https://doi.org/10.1371/journal.pone.0272408
    PUB | PDF | DOI | WoS | PubMed | Europe PMC
     
  • [26]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964556 OA
    Tan, 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. https://doi.org/10.3390/s22145383
    PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [25]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962701
    Momber, A. W., Nattkemper, T. W., Langenkämper, D., Möller, T., Bruen, D., Schaumann, P., & Shojai, S. (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, 1184. https://doi.org/10.1016/j.renene.2022.02.079
    PUB | DOI | WoS
     
  • [24]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960547
    Momber, A. W., Nattkemper, T. W., Langenkämper, D., Möller, T., Brün, D., Schaumann, P., & Shojai, S. (2022). A data-based model for condition monitoring and maintenance planning for protective coating systems for wind tower structures. Renewable Energy. https://doi.org/10.1016/j.renene.2022.01.022
    PUB | DOI
     
  • [23]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2952736 OA
    Canals, M., Pham, C. K., Bergmann, M., Gutow, L., Hanke, G., van Sebille, E., Angiolillo, M., et al. (2021). The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospects. Environmental Research Letters , 16(2), 023001. https://doi.org/10.1088/1748-9326/abc6d4
    PUB | PDF | DOI | WoS
     
  • [22]
    2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2960196
    Momber, A. W., Möller, T., Langenkämper, D., Nattkemper, T. W., & Bruen, D. (2021). A Digital Twin concept for the prescriptive maintenance of protective coating systems on wind turbine structures. Wind Engineering, 0309524X211060550. https://doi.org/10.1177/0309524X211060550
    PUB | DOI | WoS
     
  • [21]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2956291
    Momber, A., Nattkemper, T. W., Langenkämper, D., Möller, T., Bruen, D., Schaumann, P., & Shojai, S. (2021). Digitalisierung und Verarbeitung von Sensordaten für die Zustandsbewertung von Oberflächenschutzsystemen stählerner Türme von Onshore-Windenergieanlagen. Stahlbau, 90(7), 528-541. https://doi.org/10.1002/stab.202100020
    PUB | DOI | WoS
     
  • [20]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723 OA
    Kloster, M., Langenkämper, D., Zurowietz, M., Beszteri, B., & Nattkemper, T. W. (2020). Deep learning-based diatom taxonomy on virtual slides. Scientific Reports, 10(1), 14416. https://doi.org/10.1038/s41598-020-71165-w
    PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [19]
    2020 | Bielefelder E-Dissertation | PUB-ID: 2941174 OA
    Langenkämper, D. (2020). Data-driven models for taxonomic classification in marine science. Bielefeld: Universität Bielefeld. https://doi.org/10.4119/unibi/2941174
    PUB | PDF | DOI
     
  • [18]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381
    Langenkämper, D., Zurowietz, M., Schoening, T., & Nattkemper, T. W. (2020). Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science, 7, 617268. doi:10.3389/fmars.2020.617268
    PUB | DOI | Download (ext.) | WoS
     
  • [17]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944775
    Schoening, T., Purser, A., Langenkämper, D., Suck, I., Taylor, J., Cuvelier, D., Lins, L., et al. (2020). Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison. BIOGEOSCIENCES, 17(12), 3115-3133. doi:10.5194/bg-17-3115-2020
    PUB | DOI | WoS
     
  • [16]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758 OA
    Langenkämper, D., van Kevelaer, R., Purser, A., & Nattkemper, T. W. (2020). Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification. Frontiers in Marine Science, 7, 506. doi:10.3389/fmars.2020.00506
    PUB | PDF | DOI | WoS
     
  • [15]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069 OA
    Langenkämper, D., Simon-Lledó, E., Hosking, B., Jones, D. O. B., & Nattkemper, T. W. (2019). On the impact of Citizen Science-derived data quality on deep learning based classification in marine images. PLOS ONE, 14(6), e0218086. https://doi.org/10.1371/journal.pone.0218086
    PUB | PDF | DOI | WoS | PubMed | Europe PMC
     
  • [14]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2935366
    Zurowietz, M., Langenkämper, D., & Nattkemper, T. W. (2019). BIIGLE2Go - A scalable image annotation system for easy deployment on cruises. Proceedings of IEEE OCEANS 2019. doi:10.1109/OCEANSE.2019.8867417
    PUB | DOI | Download (ext.)
     
  • [13]
    2019 | Konferenzbeitrag | Im Druck | PUB-ID: 2937705
    Möller, 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. Proceedings: Vol. 11155. Image and Signal Processing for Remote Sensing XXV
    PUB
     
  • [12]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066 OA
    Zurowietz, M., Langenkämper, D., Hosking, B., Ruhl, H., & Nattkemper, T. W. (2018). MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration . PLoS ONE, 13(11), e0207498. doi:10.1371/journal.pone.0207498
    PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [11]
    2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039 OA
    Langenkämper, 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
     
  • [10]
    2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190 OA
    Langenkämper, D., Zurowietz, M., Schoening, T., & Nattkemper, T. W. (2017). BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science, 4(March), 83. doi:10.3389/fmars.2017.00083
    PUB | Dateien verfügbar | DOI | WoS
     
  • [9]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477
    Ahmed Raza, S. E., Langenkämper, D., Sirinukunwattana, K., Epstein, D., Nattkemper, T. W., & Rajpoot, N. M. (2016). Robust normalization protocols for multiplexed fluorescence bioimage analysis. BioData Mining, 9(1), 11. doi:10.1186/s13040-016-0088-2
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [8]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943
    Langenkämper, D., Jakobi, T., Feld, D., Jelonek, L., Goesmann, A., & Nattkemper, T. W. (2016). Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations. Frontiers in Genetics, 7, 5. doi:10.3389/fgene.2016.00005
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [7]
    2016 | Konferenzbeitrag | Angenommen | PUB-ID: 2904670
    Langenkämper, D., & Nattkemper, T. W. (Accepted). COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental Data. Proceedings of the International Conference on Pattern Recognition (ICPR)
    PUB
     
  • [6]
    2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947
    Schoening, T., Langenkämper, D., Steinbrink, B., Brün, D., & Nattkemper, T. W. (In Press). Rapid image processing and classification in underwater exploration using advanced high performance computing. Proc. of the IEEE Oceans
    PUB
     
  • [5]
    2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712 OA
    Langenkämper, 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. doi:10.1186/s12859-014-0384-0
    PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [4]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783 OA
    Kölling, J., Langenkämper, D., Sylvie, A., Michale, K., & Nattkemper, T. W. (2012). WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages. Bioinformatics, 28(8), 1143-1150. doi:10.1093/bioinformatics/bts104
    PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
     
  • [3]
    2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232 OA
    Loyek, C., Kölling, J., Langenkämper, D., Niehaus, K., & Nattkemper, T. W. (2011). A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages. In J. Gama, E. Bradley, & J. Hollmén (Eds.), Lecture Notes in Computer Science: Vol. 7014. Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings (pp. 258-269). Berlin, Heidelberg: Springer. https://doi.org/10.1007/978-3-642-24800-9_25
    PUB | PDF | DOI
     
  • [2]
    2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237 OA
    Langenkämper, D., Kölling, J., Khan, M., Rajpoot, N., & Nattkemper, T. W. (2011). Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis. Presented at the Workshop on Computational Systems Biology (WCSB), Zürich, Switzerland.
    PUB | PDF
     
  • [1]
    2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705 OA
    Langenkämper, D., Kölling, J., Abouna, S., Khan, M., Niehaus, K., & Nattkemper, T. W. (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.)
     
Markierte Publikation(en)

Suche

Publikationen filtern

Darstellung / Sortierung

Export / Einbettung