20 Publikationen
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723
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 | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Deep learning-based diatom taxonomy on virtual slides.
Scientific Reports 10(1): 14416.
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
Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections.
Frontiers in Marine Science 7: 617268.
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
Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison.
BIOGEOSCIENCES 17(12): 3115-3133.
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069 
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
On the impact of Citizen Science-derived data quality on deep learning based classification in marine images.
PLOS ONE 14(6): e0218086.
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.)
BIIGLE2Go - A scalable image annotation system for easy deployment on cruises.
In: Proceedings of IEEE OCEANS 2019. .
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
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.
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066
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
MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration .
PLoS ONE 13(11): e0207498.
2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039
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
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.
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190
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
BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections.
Frontiers in Marine Science 4(March): 83.
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
Robust normalization protocols for multiplexed fluorescence bioimage analysis.
BioData Mining 9(1): 11.
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
Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations.
Frontiers in Genetics 7: 5.
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
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). .
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
Rapid image processing and classification in underwater exploration using advanced high performance computing.
In: Proc. of the IEEE Oceans. Washington DC, USA: IEEE.
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712
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
AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization.
BMC Bioinformatics 15(1): 384.
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783
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
WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages.
Bioinformatics 28(8): 1143-1150.
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232
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
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.
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237
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
Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis.
Presented at the Workshop on Computational Systems Biology (WCSB), Zürich, Switzerland.
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705
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.)
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.
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20 Publikationen
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723
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 | DOI | Download (ext.) | WoS | PubMed | Europe PMC
Deep learning-based diatom taxonomy on virtual slides.
Scientific Reports 10(1): 14416.
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
Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections.
Frontiers in Marine Science 7: 617268.
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
Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison.
BIOGEOSCIENCES 17(12): 3115-3133.
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069
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
On the impact of Citizen Science-derived data quality on deep learning based classification in marine images.
PLOS ONE 14(6): e0218086.
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.)
BIIGLE2Go - A scalable image annotation system for easy deployment on cruises.
In: Proceedings of IEEE OCEANS 2019. .
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
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.
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066
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
MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration .
PLoS ONE 13(11): e0207498.
2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039
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
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.
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190
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
BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections.
Frontiers in Marine Science 4(March): 83.
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
Robust normalization protocols for multiplexed fluorescence bioimage analysis.
BioData Mining 9(1): 11.
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
Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations.
Frontiers in Genetics 7: 5.
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
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). .
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
Rapid image processing and classification in underwater exploration using advanced high performance computing.
In: Proc. of the IEEE Oceans. Washington DC, USA: IEEE.
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712
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
AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization.
BMC Bioinformatics 15(1): 384.
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783
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
WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages.
Bioinformatics 28(8): 1143-1150.
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232
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
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.
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237
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
Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis.
Presented at the Workshop on Computational Systems Biology (WCSB), Zürich, Switzerland.
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705
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.)
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.