Long Chen

Curriculum Vitae

Mär 2018 – Dez 2023	Research Scientist, Chair of Imaging and Computer Vision, RWTH Aachen
Apr 2017 – Sep 2017	Internship at Robert Bosch GmbH, Hildesheim
Okt 2014 – Dez 2017	M.Sc. Electrical Engineering, Information Technology & Computer Engineering, RWTH Aachen
Sep 2009 – Jul 2013	B.Sc. Elektrotechnik & Informationstechnik, Xidian University, China

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Research Field

Image-based Phenotyping of Nematodes

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Publications

 

Journal publications

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  2022article

  Long Chen, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Martin Strauch and Dorit Merhof

  High-throughput Phenotyping of Nematode Cysts

  In: Frontiers in Plant Science

  BibTeXPDF

Conference publications

• 2025

  2025inproceedings

  Friedhelm Hamann, Emil Mededovic, Fabian Gülhan, Yuli Wu, Johannes Stegmaier, Jing He, Yiqing Wang, Kexin Zhang, Lingling Li, Licheng Jiao, Mengru Ma, Honxiang Huang, Yuhao Yan, Hongwei Ren, Xiaopeng Lin, Yulong Huang, Bojun Cheng, Se Hyun Lee, Gyu Sung Ham, Kanghan Oh, Gi Hyun Lim, Boxuan Yang, Bowen Du and Guillermo Gallego

  SIS-Challenge: Event-based Spatio-temporal Instance Segmentation Challenge at the CVPR 2025 Event-based Vision Workshop

  In: Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) Workshops, S. 4675--4683

  BibTeX

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  2023inproceedings

  Long Chen, Yuli Wu, Johannes Stegmaier and Dorit Merhof

  SortedAP: Rethinking Evaluation Metrics for Instance Segmentation

  In: ICCV Workshop on BioImage Computing

  BibTeX

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  2022inproceedings

  Long Chen, Yuli Wu and Dorit Merhof

  Instance Segmentation of Dense and Overlapping Objects via Layering

  In: The British Machine Vision Conference (BMVC)

  BibTeXPDF

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  2022inproceedings

  Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen and Dorit Merhof$

  Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation

  In: International Engineering in Medicine and Biology Conference (EMBC)

  BibTeXPDF

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  2020inproceedings

  Long Chen, Weiwen Zhang, Yuli Wu, Martin Strauch and Dorit Merhof

  Semi-supervised Instance Segmentation with a Learned Shape Prior

  In: MICCAI Workshop on Medical Image Learning with Less Labels and Imperfect Data (MIL3ID)

  BibTeXPDF

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  2020inproceedings

  Yuli Wu, Long Chen and Dorit Merhof

  Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision for Instance Segmentation

  In: ECCV Workshop on Computer Vision Problems in Plant Phenotyping

  BibTeXPDF

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  2020inproceedings

  Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, Susanne Schultz-Kuhlmann, Stefan Kruessel and Dorit Merhof

  A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images

  In: IEEE International Symposium on Biomedical Imaging (ISBI)

  BibTeXPDF

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  2019inproceedings

  Long Chen, Martin Strauch and Dorit Merhof

  Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints

  In: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI)

  BibTeXPDF

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  2019inproceedings

  Long Chen, Martin Strauch, Matthias Daub, Marcus Jansen, Hans-Georg Luigs and Dorit Merhof

  Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples

  In: International Engineering in Medicine and Biology Conference (EMBC)

  BibTeXPDF

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  2018inproceedings

  Long Chen and Dorit Merhof

  MixNet: Multi-modality Mix Network for Brain Segmentation

  In: MICCAI Brainlesion Workshop (BrainLes)

  BibTeXPDF

Preprints