31 Publikationen

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  • [31]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2981135 OA
    van Kevelaer R, Langenkämper D, Nilssen I, Buhl-Mortensen P, Nattkemper TW (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
     
  • [30]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2979717
    Momber AW, Langenkämper D, Möller T, Nattkemper TW (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.
    PUB | DOI | WoS
     
  • [29]
    2023 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2969165 OA
    Kloster M, Burfeid-Castellanos AM, Langenkämper D, Nattkemper TW, 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.
    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 TW (2023)
    Eine Online-Plattform für die Verarbeitung digitaler visueller Daten zur Zustandsbeschreibung von Beschichtungssystemen an maritimen Stahlbauten.
    Stahlbau .
    PUB | DOI | WoS
     
  • [27]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2965093 OA
    Langenkämper D, Mogstad AA, Hansen IM, Baussant T, Bergsagel O, Nilssen I, Frost TK, Nattkemper TW (2022)
    Exploring time series of hyperspectral images for cold water coral stress response analysis.
    PLoS ONE 17(8): e0272408.
    PUB | PDF | DOI | WoS | PubMed | Europe PMC
     
  • [26]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2964556 OA
    Tan M, Langenkämper D, Nattkemper TW (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
     
  • [25]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2962701
    Momber AW, Nattkemper TW, 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.
    PUB | DOI | WoS
     
  • [24]
    2022 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2960547
    Momber AW, Nattkemper TW, 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.
    PUB | DOI
     
  • [23]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2952736 OA
    Canals M, Pham CK, Bergmann M, Gutow L, Hanke G, van Sebille E, Angiolillo M, Buhl-Mortensen L, Cau A, Ioakeimidis C, Kammann U, Lundsten L, Papatheodorou G, Purser A, Sanchez-Vidal A, Schulz M, Vinci M, Chiba S, Galgani F, Langenkämper D, Moller T, Nattkemper TW, Ruiz M, Suikkanen S, Woodall L, Fakiris E, Jack MEM, Giorgetti A (2021)
    The quest for seafloor macrolitter: a critical review of background knowledge, current methods and future prospects.
    Environmental Research Letters 16(2): 023001.
    PUB | PDF | DOI | WoS
     
  • [22]
    2021 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2960196
    Momber AW, Möller T, Langenkämper D, Nattkemper TW, Bruen D (2021)
    A Digital Twin concept for the prescriptive maintenance of protective coating systems on wind turbine structures.
    Wind Engineering: 0309524X211060550.
    PUB | DOI | WoS
     
  • [21]
    2021 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2956291
    Momber A, Nattkemper TW, 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.
    PUB | DOI | WoS
     
  • [20]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723 OA
    Kloster M, Langenkämper D, Zurowietz M, Beszteri B, Nattkemper TW (2020)
    Deep learning-based diatom taxonomy on virtual slides.
    Scientific Reports 10(1): 14416.
    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.
    PUB | PDF | DOI
     
  • [18]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381
    Langenkämper D, Zurowietz M, Schoening T, Nattkemper TW (2020)
    Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections.
    Frontiers in Marine Science 7: 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, Simon-Lledo E, Marcon Y, Jones DOB, Nattkemper TW, Koeser K, Zurowietz M, Gomes-Pereira J, Greinert J (2020)
    Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison.
    BIOGEOSCIENCES 17(12): 3115-3133.
    PUB | DOI | WoS
     
  • [16]
    2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758 OA
    Langenkämper D, van Kevelaer R, Purser A, Nattkemper TW (2020)
    Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification.
    Frontiers in Marine Science 7: 506.
    PUB | PDF | DOI | WoS
     
  • [15]
    2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069 OA
    Langenkämper D, Simon-Lledó E, Hosking B, Jones DOB, Nattkemper TW (2019)
    On the impact of Citizen Science-derived data quality on deep learning based classification in marine images.
    PLOS ONE 14(6): e0218086.
    PUB | PDF | DOI | WoS | PubMed | Europe PMC
     
  • [14]
    2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2935366
    Zurowietz M, Langenkämper D, Nattkemper TW (2019)
    BIIGLE2Go - A scalable image annotation system for easy deployment on cruises.
    In: Proceedings of IEEE OCEANS 2019. .
    PUB | DOI | Download (ext.)
     
  • [13]
    2019 | Konferenzbeitrag | Im Druck | PUB-ID: 2937705
    Möller T, Langenkämper D, Nattkemper TW (In Press)
    Wind turbine segmentation performing kNN-clustering on superpixel segmentations.
    In: Image and Signal Processing for Remote Sensing XXV. Bruzzone L, Bovolo F (Eds); Image and Signal Processing for Remote Sensing XXV. Proceedings, 11155.
    PUB
     
  • [12]
    2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066 OA
    Zurowietz M, Langenkämper D, Hosking B, Ruhl H, Nattkemper TW (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
     
  • [11]
    2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039 OA
    Langenkämper D, van Kevelaer R, Nattkemper TW (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 TW (2017)
    BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections.
    Frontiers in Marine Science 4(March): 83.
    PUB | Dateien verfügbar | DOI | WoS
     
  • [9]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477
    Ahmed Raza SE, Langenkämper D, Sirinukunwattana K, Epstein D, Nattkemper TW, Rajpoot NM (2016)
    Robust normalization protocols for multiplexed fluorescence bioimage analysis.
    BioData Mining 9(1): 11.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [8]
    2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943
    Langenkämper D, Jakobi T, Feld D, Jelonek L, Goesmann A, Nattkemper TW (2016)
    Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations.
    Frontiers in Genetics 7: 5.
    PUB | DOI | WoS | PubMed | Europe PMC
     
  • [7]
    2016 | Konferenzbeitrag | Angenommen | PUB-ID: 2904670
    Langenkämper D, Nattkemper TW (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
     
  • [6]
    2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947
    Schoening T, Langenkämper D, Steinbrink B, Brün D, Nattkemper TW (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
     
  • [5]
    2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712 OA
    Langenkämper D, Goesmann A, Nattkemper TW (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
     
  • [4]
    2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783 OA
    Kölling J, Langenkämper D, Sylvie A, Michale K, Nattkemper TW (2012)
    WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages.
    Bioinformatics 28(8): 1143-1150.
    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 TW (2011)
    A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages.
    In: Advances in Intelligent Data Analysis X: 10th International Symposium, IDA 2011, Porto, Portugal, October 29-31, 2011. Proceedings. Gama J, Bradley E, Hollmén J (Eds); Lecture Notes in Computer Science, 7014. Berlin, Heidelberg: Springer: 258-269.
    PUB | PDF | DOI
     
  • [2]
    2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237 OA
    Langenkämper D, Kölling J, Khan M, Rajpoot N, Nattkemper TW (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 TW (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.)
     

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