M.Sc.

Long Chen

Research Scientist

 140
 +49 241 80 27860
 +49 241 80 22200
 Long.Chen@lfb.rwth-aachen.de


Curriculum Vitae

Mar 2018 – Dec 2023
 Research Scientist, Institute of Imaging & Computer Vision, RWTH Aachen University, Germany
Apr 2017 – Sep 2017 Internship at Robert Bosch GmbH, Hildesheim, Germany
Oct 2014 – Dec 2017 M.Sc. Electrical Engineering, Information Technology & Computer Engineering, RWTH Aachen University, Germany
Sep 2009 – Jul 2013 B.Sc. Electrical Engineering & Information Technology, Xidian University, China

Research Field

Image-based Phenotyping of Nematodes

Publications

 

Journal Publications

2022

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

Conference Publications

2023

Long Chen, Yuli Wu, Johannes Stegmaier and Dorit Merhof
SortedAP: Rethinking Evaluation Metrics for Instance Segmentation
In: ICCV Workshop on BioImage Computing

2022

Long Chen, Yuli Wu and Dorit Merhof
Instance Segmentation of Dense and Overlapping Objects via Layering
In: The British Machine Vision Conference (BMVC)

2022

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)

2020

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)

2020

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

2020

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)

2019

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)

2019

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)

2018

Long Chen and Dorit Merhof
MixNet: Multi-modality Mix Network for Brain Segmentation
In: MICCAI Brainlesion Workshop (BrainLes)

Preprints