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 | 46 | 2019 |
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 | 23 | 2020 |
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 | 9 | 2020 |
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 | 7 | 2020 |
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 | 6 | 2019 |
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 | 4 | 2022 |
Instance segmentation of dense and overlapping objects via layering L Chen, Y Wu, D Merhof arXiv preprint arXiv:2210.03551, 2022 | 3 | 2022 |
MixNet: Multi-modality Mix Network for Brain Segmentation L Chen, D Merhof Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries …, 2019 | 3 | 2019 |
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 | 1 | 2022 |
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 |