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: 2945723
Deep learning-based diatom taxonomy on virtual slides
Kloster, Michael, Deep learning-based diatom taxonomy on virtual slides. Scientific Reports 10 (1). , 2020
PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[19]
2020 | Bielefelder E-Dissertation | PUB-ID: 2941174 OA
Data-driven models for taxonomic classification in marine science
Langenkämper, Daniel, Data-driven models for taxonomic classification in marine science. (). Bielefeld, 2020
PUB | PDF | DOI
 
[18]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381
Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections
Langenkämper, Daniel, Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science 7 (). , 2020
PUB | DOI | Download (ext.) | WoS
 
[17]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944775
Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison
Schoening, Timm, Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison. BIOGEOSCIENCES 17 (12). , 2020
PUB | DOI | WoS
 
[16]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758 OA
Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification
Langenkämper, Daniel, Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification. Frontiers in Marine Science 7 (). , 2020
PUB | PDF | DOI | WoS
 
[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, Daniel, On the impact of Citizen Science-derived data quality on deep learning based classification in marine images. PLOS ONE 14 (6). , 2019
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, Martin, 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
Wind turbine segmentation performing kNN-clustering on superpixel segmentations
Möller, Torben, Wind turbine segmentation performing kNN-clustering on superpixel segmentations. Image and Signal Processing for Remote Sensing XXV 11155 (25). , 2019
PUB
 
[12]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066 OA
MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration
Zurowietz, Martin, MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration . PLoS ONE 13 (11). , 2018
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, Daniel, Strategies for Tackling the Class Imbalance Problem in Marine Image Classification. (). , 2018
PUB | PDF
 
[10]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190 OA
BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections
Langenkämper, Daniel, BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science 4 (March). , 2017
PUB | Dateien verfügbar | DOI | WoS
 
[9]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477
Robust normalization protocols for multiplexed fluorescence bioimage analysis
Ahmed Raza, Shan E, Robust normalization protocols for multiplexed fluorescence bioimage analysis. BioData Mining 9 (1). , 2016
PUB | DOI | WoS | PubMed | Europe PMC
 
[8]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943
Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations
Langenkämper, Daniel, Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations. Frontiers in Genetics 7 (). , 2016
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, Daniel, COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental Data. Proceedings of the International Conference on Pattern Recognition (ICPR) (). , 2016
PUB
 
[6]
2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947
Rapid image processing and classification in underwater exploration using advanced high performance computing
Schoening, Timm, Rapid image processing and classification in underwater exploration using advanced high performance computing. Proc. of the IEEE Oceans (). Washington DC, USA, 2015
PUB
 
[5]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712 OA
AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization
Langenkämper, Daniel, AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization. BMC Bioinformatics 15 (1). , 2014
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, Jan, WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages. Bioinformatics 28 (8). , 2012
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, Christian, 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 7014 (). Berlin, Heidelberg, 2011
PUB | PDF | DOI
 
[2]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237 OA
Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis
Langenkämper, Daniel, Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis. (). , 2011
PUB | PDF
 
[1]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705 OA
TICAL - a web-tool for multivariate image clustering and data topology preserving visualization
Langenkämper, Daniel, TICAL - a web-tool for multivariate image clustering and data topology preserving visualization. (). , 2011
PUB | PDF | Download (ext.)
 
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20 Publikationen

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[20]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945723
Deep learning-based diatom taxonomy on virtual slides
Kloster, Michael, Deep learning-based diatom taxonomy on virtual slides. Scientific Reports 10 (1). , 2020
PUB | DOI | Download (ext.) | WoS | PubMed | Europe PMC
 
[19]
2020 | Bielefelder E-Dissertation | PUB-ID: 2941174 OA
Data-driven models for taxonomic classification in marine science
Langenkämper, Daniel, Data-driven models for taxonomic classification in marine science. (). Bielefeld, 2020
PUB | PDF | DOI
 
[18]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2948381
Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections
Langenkämper, Daniel, Corrigendum: BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science 7 (). , 2020
PUB | DOI | Download (ext.) | WoS
 
[17]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944775
Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison
Schoening, Timm, Megafauna community assessment of polymetallic-nodule fields with cameras: platform and methodology comparison. BIOGEOSCIENCES 17 (12). , 2020
PUB | DOI | WoS
 
[16]
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2944758 OA
Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification
Langenkämper, Daniel, Gear-Induced Concept Drift in Marine Images and Its Effect on Deep Learning Classification. Frontiers in Marine Science 7 (). , 2020
PUB | PDF | DOI | WoS
 
[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, Daniel, On the impact of Citizen Science-derived data quality on deep learning based classification in marine images. PLOS ONE 14 (6). , 2019
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, Martin, 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
Wind turbine segmentation performing kNN-clustering on superpixel segmentations
Möller, Torben, Wind turbine segmentation performing kNN-clustering on superpixel segmentations. Image and Signal Processing for Remote Sensing XXV 11155 (25). , 2019
PUB
 
[12]
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2932066 OA
MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration
Zurowietz, Martin, MAIA - A machine learning assisted image annotation method for environmental monitoring and exploration . PLoS ONE 13 (11). , 2018
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, Daniel, Strategies for Tackling the Class Imbalance Problem in Marine Image Classification. (). , 2018
PUB | PDF
 
[10]
2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2909190 OA
BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections
Langenkämper, Daniel, BIIGLE 2.0 - Browsing and Annotating Large Marine Image Collections. Frontiers in Marine Science 4 (March). , 2017
PUB | Dateien verfügbar | DOI | WoS
 
[9]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2901477
Robust normalization protocols for multiplexed fluorescence bioimage analysis
Ahmed Raza, Shan E, Robust normalization protocols for multiplexed fluorescence bioimage analysis. BioData Mining 9 (1). , 2016
PUB | DOI | WoS | PubMed | Europe PMC
 
[8]
2016 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2900943
Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations
Langenkämper, Daniel, Comparison of Acceleration Techniques for Selected Low-Level Bioinformatics Operations. Frontiers in Genetics 7 (). , 2016
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, Daniel, COATL - A Learning Architecture for Online Real-Time Detection and Classification Assistance for Environmental Data. Proceedings of the International Conference on Pattern Recognition (ICPR) (). , 2016
PUB
 
[6]
2015 | Konferenzbeitrag | Im Druck | PUB-ID: 2775947
Rapid image processing and classification in underwater exploration using advanced high performance computing
Schoening, Timm, Rapid image processing and classification in underwater exploration using advanced high performance computing. Proc. of the IEEE Oceans (). Washington DC, USA, 2015
PUB
 
[5]
2014 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2705712 OA
AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization
Langenkämper, Daniel, AKE - The Accelerated k-mer Exploration Web-Tool for Rapid Taxonomic Classification and Visualization. BMC Bioinformatics 15 (1). , 2014
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, Jan, WHIDE - A web tool for visual data mining colocation patterns in multivariate bioimages. Bioinformatics 28 (8). , 2012
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, Christian, 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 7014 (). Berlin, Heidelberg, 2011
PUB | PDF | DOI
 
[2]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2300237 OA
Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis
Langenkämper, Daniel, Towards Protein Network Analysis using TIS Imaging and Exploratory Data Analysis. (). , 2011
PUB | PDF
 
[1]
2011 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2323705 OA
TICAL - a web-tool for multivariate image clustering and data topology preserving visualization
Langenkämper, Daniel, TICAL - a web-tool for multivariate image clustering and data topology preserving visualization. (). , 2011
PUB | PDF | Download (ext.)
 
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