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Publication Archive

MixNet Multi-modality Mix Network for Brain Segmentation
Published in: MICCAI 2018 Brainlesion Workshop (BrainLes)
Authors: Long Chen and Dorit Merhof

Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples
Published in: International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC) 2019
Authors: Long Chen, Martin Strauch, Matthias Daub, Marcus Jansen, Hans-Georg Luigs and Dorit Merhof

Instance Segmentation of Biomedical Images with an Object-aware Embedding Learned with Local Constraints
Published in: International Conference on Medical Image Computing and Computer Assisted Intervention (MICCAI) 2019
Authors: Long Chen, Martin Strauch and Dorit Merhof

A CNN Framework Based on Line Annotations for Detecting Nematodes in Microscopic Images
Published in: IEEE International Symposium on Biomedical Imaging (ISBI) 2020
Authors: Long Chen, Martin Strauch, Matthias Daub, Xiaochen Jiang, Marcus Jansen, Hans-Georg Luigs, Susanne Schultz-Kuhlmann, Stefan Kruessel and Dorit Merhof

Improving Pixel Embedding Learning through Intermediate Distance Regression Supervision
Published in: ECCV 2020 Workshop on Computer Vision Problems in Plant Phenotyping (CVPPP)
Authors: Yuli Wu, Long Chen and Dorit Merhof

Semi-supervised Instance Segmentation with a Learned Shape Prior
Published in: MICCAI 2020 Workshop on Medical Image Learning with Less Labels and Imperfect Data (MIL3ID)
Authors: Long Chen, Weiwen Zhang, Yuli Wu, Martin Strauch and Dorit Merhof

Learning to Segment Fine Structures Under Image-Level Supervision With an Application to Nematode Segmentation
Published in: International Engineering in Medicine and Biology Conference (EMBC)
Authors: Long Chen, Martin Strauch, Matthias Daub, Hans-Georg Luigs, Marcus Jansen and Dorit Merhof

High-throughput phenotyping of nematode cysts
Published in: Frontiers in Plant Science
Authors: Long Chen, Matthias Daub, Hans-Georg Luigs, Marcus Jansen, Martin Strauch and Dorit Merhof

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

SortedAP: Rethinking evaluation metrics for instance segmentation
Published in: International Conference on Computer Vision (ICCV) Workshops 2023
Authors: Long Chen, Yuli Wu and Johannes Stegmaier