Daniel Langenkämper

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

PEVZ-ID
23268922

20 Publikationen

Alle markieren

[20]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381
Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections
Langenkämper D, Zurowietz M, Schoening T, Nattkemper TW (2020)
Frontiers in Marine Science 7: 617268.
PUB | DOI | Download (ext.) | WoS
 
[19]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944775
Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison
Schoening T, Purser A, Langenkämper D, Suck I, Taylor J, Cuvelier D, Lins L, Simon-Lledo E, Marcon Y, Jones DOB, Nattkemper TW, et al. (2020)
BIOGEOSCIENCES 17(12): 3115-3133.
PUB | DOI | WoS
 
[18]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723
Deep learning-based diatom taxonomy on virtual slides
Kloster M, Langenkämper D, Zurowietz M, Beszteri B, Nattkemper TW (2020)
Scientific Reports 10(1): 14416.
PUB | DOI | Download (ext.) | PubMed | Europe PMC
 
[17]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758 OA
Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification
Langenkämper D, van Kevelaer R, Purser A, Nattkemper TW (2020)
Frontiers in Marine Science 7: 506.
PUB | PDF | DOI | WoS
 
[16]
2020 | Bielefelder E-Dissertation | PUB-ID: 2941174 OA
Data-driven models for taxonomic classification in marine science
Langenkämper D (2020)
Bielefeld: Universität Bielefeld.
PUB | PDF | DOI
 
[15]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069 OA
On the impact of Citizen Science-derived data quality on deep learning based classification in marine images
Langenkämper D, Simon-Lledó E, Hosking B, Jones DOB, Nattkemper TW (2019)
PLOS ONE 14(6): e0218086.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[14]
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2935366
BIIGLE2Go - A scalable image annotation system for easy deployment on cruises
Zurowietz M, Langenkämper D, Nattkemper TW (2019)
In: Proceedings of IEEE OCEANS 2019.
PUB | DOI | Download (ext.)
 
[13]
2019 | Konferenzbeitrag | Im Druck | PUB-ID: 2937705
Wind turbine segmentation performing kNN-clustering on superpixel segmentations
Möller T, Langenkämper D, Nattkemper TW (In Press)
In: Image and Signal Processing for Remote Sensing XXV. Bruzzone L, Bovolo F (Eds); Image and Signal Processing for Remote Sensing XXV. Proceedings, 11155(25). .
PUB
 
[12]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066 OA
MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration
Zurowietz M, Langenkämper D, Hosking B, Ruhl H, Nattkemper TW (2018)
PLoS ONE 13(11): e0207498.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[11]
2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039 OA
Strategies for Tackling the Class Imbalance Problem in Marine Image Classification
Langenkämper D, van Kevelaer R, Nattkemper TW (Accepted)
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
BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections
Langenkämper D, Zurowietz M, Schoening T, Nattkemper TW (2017)
Frontiers in Marine Science 4(March): 83.
PUB | Dateien verfügbar | DOI | WoS
 
[9]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943
Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations
Langenkämper D, Jakobi T, Feld D, Jelonek L, Goesmann A, Nattkemper TW (2016)
Frontiers in Genetics 7: 5.
PUB | DOI | WoS | PubMed | Europe PMC
 
[8]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477
Robust normalization protocols for multiplexed fluorescence bioimage analysis
Ahmed Raza SE, Langenkämper D, Sirinukunwattana K, Epstein D, Nattkemper TW, Rajpoot NM (2016)
BioData Mining 9(1): 11.
PUB | DOI | WoS | PubMed | Europe PMC
 
[7]
2016 | Konferenzbeitrag | Angenommen | PUB-ID: 2904670
COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental Data
Langenkämper D, Nattkemper TW (Accepted)
In: Proceedings of the International Conference on Pattern Recognition (ICPR).
PUB
 
[6]
2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947
Rapid image processing and classification in underwater exploration using advanced high performance computing
Schoening T, Langenkämper D, Steinbrink B, Brün D, Nattkemper TW (In Press)
In: Proc. of the IEEE Oceans. Washington DC, USA: IEEE.
PUB
 
[5]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712 OA
AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization
Langenkämper D, Goesmann A, Nattkemper TW (2014)
BMC Bioinformatics 15(1): 384.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[4]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783 OA
WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages
Kölling J, Langenkämper D, Sylvie A, Michale K, Nattkemper TW (2012)
Bioinformatics 28(8): 1143-1150.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[3]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232 OA
A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages
Loyek C, Kölling J, Langenkämper D, Niehaus K, Nattkemper TW (2011)
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
Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis
Langenkämper D, Kölling J, Khan M, Rajpoot N, Nattkemper TW (2011)
Presented at the Workshop on Computational Systems Biology (WCSB), Zürich, Switzerland.
PUB | PDF
 
[1]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705 OA
TICAL - a web-tool for multivariate image clustering and data topology preserving visualization
Langenkämper D, Kölling J, Abouna S, Khan M, Niehaus K, Nattkemper TW (2011)
Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.
PUB | PDF | Download (ext.)
 
Markierte Publikation(en)

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20 Publikationen

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[20]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381
Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections
Langenkämper D, Zurowietz M, Schoening T, Nattkemper TW (2020)
Frontiers in Marine Science 7: 617268.
PUB | DOI | Download (ext.) | WoS
 
[19]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944775
Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison
Schoening T, Purser A, Langenkämper D, Suck I, Taylor J, Cuvelier D, Lins L, Simon-Lledo E, Marcon Y, Jones DOB, Nattkemper TW, et al. (2020)
BIOGEOSCIENCES 17(12): 3115-3133.
PUB | DOI | WoS
 
[18]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723
Deep learning-based diatom taxonomy on virtual slides
Kloster M, Langenkämper D, Zurowietz M, Beszteri B, Nattkemper TW (2020)
Scientific Reports 10(1): 14416.
PUB | DOI | Download (ext.) | PubMed | Europe PMC
 
[17]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758 OA
Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification
Langenkämper D, van Kevelaer R, Purser A, Nattkemper TW (2020)
Frontiers in Marine Science 7: 506.
PUB | PDF | DOI | WoS
 
[16]
2020 | Bielefelder E-Dissertation | PUB-ID: 2941174 OA
Data-driven models for taxonomic classification in marine science
Langenkämper D (2020)
Bielefeld: Universität Bielefeld.
PUB | PDF | DOI
 
[15]
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936069 OA
On the impact of Citizen Science-derived data quality on deep learning based classification in marine images
Langenkämper D, Simon-Lledó E, Hosking B, Jones DOB, Nattkemper TW (2019)
PLOS ONE 14(6): e0218086.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
[14]
2019 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2935366
BIIGLE2Go - A scalable image annotation system for easy deployment on cruises
Zurowietz M, Langenkämper D, Nattkemper TW (2019)
In: Proceedings of IEEE OCEANS 2019.
PUB | DOI | Download (ext.)
 
[13]
2019 | Konferenzbeitrag | Im Druck | PUB-ID: 2937705
Wind turbine segmentation performing kNN-clustering on superpixel segmentations
Möller T, Langenkämper D, Nattkemper TW (In Press)
In: Image and Signal Processing for Remote Sensing XXV. Bruzzone L, Bovolo F (Eds); Image and Signal Processing for Remote Sensing XXV. Proceedings, 11155(25). .
PUB
 
[12]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066 OA
MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration
Zurowietz M, Langenkämper D, Hosking B, Ruhl H, Nattkemper TW (2018)
PLoS ONE 13(11): e0207498.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[11]
2018 | Konferenzbeitrag | Angenommen | PUB-ID: 2921039 OA
Strategies for Tackling the Class Imbalance Problem in Marine Image Classification
Langenkämper D, van Kevelaer R, Nattkemper TW (Accepted)
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
BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections
Langenkämper D, Zurowietz M, Schoening T, Nattkemper TW (2017)
Frontiers in Marine Science 4(March): 83.
PUB | Dateien verfügbar | DOI | WoS
 
[9]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943
Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations
Langenkämper D, Jakobi T, Feld D, Jelonek L, Goesmann A, Nattkemper TW (2016)
Frontiers in Genetics 7: 5.
PUB | DOI | WoS | PubMed | Europe PMC
 
[8]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477
Robust normalization protocols for multiplexed fluorescence bioimage analysis
Ahmed Raza SE, Langenkämper D, Sirinukunwattana K, Epstein D, Nattkemper TW, Rajpoot NM (2016)
BioData Mining 9(1): 11.
PUB | DOI | WoS | PubMed | Europe PMC
 
[7]
2016 | Konferenzbeitrag | Angenommen | PUB-ID: 2904670
COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental Data
Langenkämper D, Nattkemper TW (Accepted)
In: Proceedings of the International Conference on Pattern Recognition (ICPR).
PUB
 
[6]
2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947
Rapid image processing and classification in underwater exploration using advanced high performance computing
Schoening T, Langenkämper D, Steinbrink B, Brün D, Nattkemper TW (In Press)
In: Proc. of the IEEE Oceans. Washington DC, USA: IEEE.
PUB
 
[5]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712 OA
AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization
Langenkämper D, Goesmann A, Nattkemper TW (2014)
BMC Bioinformatics 15(1): 384.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[4]
2012 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2481783 OA
WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages
Kölling J, Langenkämper D, Sylvie A, Michale K, Nattkemper TW (2012)
Bioinformatics 28(8): 1143-1150.
PUB | PDF | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[3]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300232 OA
A Web2.0 Strategy for the Collaborative Analysis of Complex Bioimages
Loyek C, Kölling J, Langenkämper D, Niehaus K, Nattkemper TW (2011)
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
Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis
Langenkämper D, Kölling J, Khan M, Rajpoot N, Nattkemper TW (2011)
Presented at the Workshop on Computational Systems Biology (WCSB), Zürich, Switzerland.
PUB | PDF
 
[1]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705 OA
TICAL - a web-tool for multivariate image clustering and data topology preserving visualization
Langenkämper D, Kölling J, Abouna S, Khan M, Niehaus K, Nattkemper TW (2011)
Presented at the Microscopic Image Analysis with Applications in Biology (MIAAB), Heidelberg, Germany.
PUB | PDF | Download (ext.)
 
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