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186 Publikationen

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
 
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2945097 OA
Zurowietz M, Nattkemper TW (2020)
Unsupervised Knowledge Transfer for Object Detection in Marine Environmental Monitoring and Exploration.
IEEE Access 8.
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2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2943901 OA
Zurowietz M, Nattkemper TW (2020)
An Interactive Visualization for Feature Localization in Deep Neural Networks.
Frontiers in Artificial Intelligence - Machine Learning and Artificial Intelligence 3: 49.
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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.) | PubMed | Europe PMC
 
2020 | Zeitschriftenaufsatz | E-Veröff. vor dem Druck | PUB-ID: 2943127
Miralles A, Bruy T, Wolcott K, Scherz MD, Begerow D, Beszteri B, Bonkowski M, Felden J, Gemeinholzer B, Glaw F, Glockner FO, Hawlitschek O, Kostadinov I, Nattkemper TW, Printzen C, Renz J, Rybalka N, Stadler M, Weibulat T, Wilke T, Renner SS, Vences M (2020)
Repositories for Taxonomic Data: Where We Are and What is Missing.
Systematic biology.
PUB | DOI | PubMed | Europe PMC
 
2020 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2942079
Gemeinholzer B, Vences M, Beszteri B, Bruy T, Felden J, Kostadinov I, Mirailes A, Nattkemper TW, Printzen C, Renz J, Rybalka N, Schuster T, Weibulat T, Wilke T, Renner SS (2020)
Data storage and data re-use in taxonomy-the need for improved storage and accessibility of heterogeneous data.
ORGANISMS DIVERSITY & EVOLUTION 20(1): 1-8.
PUB | DOI | WoS
 
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
 
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2935488 OA
Osterloff J, Nilssen I, Jarnegren J, Van Engeland T, Buhl-Mortensen P, Nattkemper TW (2019)
Computer vision enables short- and long-term analysis of Lophelia pertusa polyp behaviour and colour from an underwater observatory.
Scientific reports 9(1): 6578.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2936089 OA
Wüllems K, Kölling J, Bednarz H, Niehaus K, Hans VH, Nattkemper TW (2019)
Detection and visualization of communities in mass spectrometry imaging data.
BMC Bioinformatics 20(1): 303.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2931637
Nattkemper TW, Hattab G (2019)
SeeVis — 3D space-time cube rendering for visualization of microfluidics image data.
Bioinformatics 35(10): 1802-1804.
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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. .
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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.
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2019 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2934146
Osterloff J, Nilssen I, Jarnegren J, van Engeland T, Buhl-Mortensen P, Nattkemper TW (2019)
Computer vision enables short- and long-term analysis of Lophelia pertusa polyp behaviour and colour from an underwater observatory.
Scientific Reports.
PUB | Download (ext.)
 
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
 
2018 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2918218 OA
Hattab G, Wiesmann V, Becker A, Munzner T, Nattkemper TW (2018)
A Novel methodology for characterizing cell subpopulations in automated time-lapse microscopy.
Frontiers in Bioengineering and Biotechnology 6: 17.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
2018 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2921040
Möller T, Nillsen I, Nattkemper TW (2018)
Tracking Sponge Size and Behaviour with Fixed Underwater Observatories.
In: Pattern Recognition and Information Forensics. ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers. Zhang Z, Suter D, Tian Y, Branzan Albu A, Sidère N, Jair Escalante H (Eds); Lecture Notes in Computer Science, 11188. Cham: Springer: 45-54.
PUB | DOI
 
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.
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2017 | Zeitschriftenaufsatz | Veröffentlicht | PUB-ID: 2911830 OA
Hattab G, Schlüter J-P, Becker A, Nattkemper TW (2017)
ViCAR: An Adaptive and Landmark-Free Registration of Time Lapse Image Data from Microfluidics Experiments.
Frontiers in Genetics 8: 69.
PUB | PDF | DOI | WoS | PubMed | Europe PMC
 
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
 
2017 | Konferenzbeitrag | Veröffentlicht | PUB-ID: 2915349
Möller T, Nilssen I, Nattkemper TW (2017)
Active learning for the classification of species in underwater images from a fixed observatory.
In: Proceedings of The IEEE International Conference on Computer Vision Workships (ICCVW). Piscataway, NJ: IEEE: 2891-2897.
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