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Long Chen
Long Chen
Institute of Imaging & Computer Vision, RWTH Aachen
Verified email at lfb.rwth-aachen.de
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Year
Instance segmentation of biomedical images with an object-aware embedding learned with local constraints
L Chen, M Strauch, D Merhof
International Conference on Medical Image Computing and Computer-Assisted …, 2019
462019
A CNN framework based on line annotations for detecting nematodes in microscopic images
L Chen, M Strauch, M Daub, X Jiang, M Jansen, HG Luigs, ...
2020 IEEE 17th international symposium on biomedical imaging (ISBI), 508-512, 2020
232020
Semi-supervised Instance Segmentation with a Learned Shape Prior
L Chen, W Zhang, Y Wu, M Strauch, D Merhof
Interpretable and Annotation-Efficient Learning for Medical Image Computing …, 2020
92020
Improving pixel embedding learning through intermediate distance regression supervision for instance segmentation
Y Wu, L Chen, D Merhof
European Conference on Computer Vision, 213-227, 2020
72020
Instance segmentation of nematode cysts in microscopic images of soil samples
L Chen, M Strauch, M Daub, M Jansen, HG Luigs, D Merhof
2019 41st Annual International Conference of the IEEE Engineering in …, 2019
62019
High-throughput phenotyping of nematode cysts
L Chen, M Daub, HG Luigs, M Jansen, M Strauch, D Merhof
Frontiers in Plant Science 13, 965254, 2022
42022
Instance segmentation of dense and overlapping objects via layering
L Chen, Y Wu, D Merhof
arXiv preprint arXiv:2210.03551, 2022
32022
MixNet: Multi-modality Mix Network for Brain Segmentation
L Chen, D Merhof
Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019
32019
Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation*
L Chen, M Strauch, M Daub, HG Luigs, M Jansen, D Merhof
2022 44th Annual International Conference of the IEEE Engineering in …, 2022
12022
SortedAP: Rethinking evaluation metrics for instance segmentation
L Chen, Y Wu, J Stegmaier, D Merhof
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
2023
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