Long Chen

According to our database, Long Chen authored at least 12 papers between 2018 and 2024.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2024

Learning Instance-Discriminative Pixel Embeddings Using Pixel Triplets.

Long Chen, Dorit Merhof

Proceedings of the Machine Learning in Medical Imaging - 15th International Workshop, 2024

2023

SortedAP: Rethinking evaluation metrics for instance segmentation.

Long Chen, Yuli Wu, Johannes Stegmaier, Dorit Merhof

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

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

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

Proceedings of the 44th Annual International Conference of the IEEE Engineering in Medicine & Biology Society, 2022

Instance Segmentation of Dense and Overlapping Objects via Layering.

Long Chen, Yuli Wu, Dorit Merhof

Proceedings of the 33rd British Machine Vision Conference 2022, 2022

2021

High-throughput Phenotyping of Nematode Cysts.

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

CoRR, 2021

2020

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

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

CoRR, 2020

Semi-supervised Instance Segmentation with a Learned Shape Prior.

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

Proceedings of the Interpretable and Annotation-Efficient Learning for Medical Image Computing, 2020

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

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

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

Improving Pixel Embedding Learning Through Intermediate Distance Regression Supervision for Instance Segmentation.

Yuli Wu, Long Chen, Dorit Merhof

Proceedings of the Computer Vision - ECCV 2020 Workshops, 2020

2019

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

Long Chen, Martin Strauch, Dorit Merhof

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2019, 2019

Instance Segmentation of Nematode Cysts in Microscopic Images of Soil Samples.

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

Proceedings of the 41st Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2019

2018

MixNet: Multi-modality Mix Network for Brain Segmentation.

Long Chen, Dorit Merhof

Proceedings of the Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, 2018