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ORCIDConstantin Pape
Person information
- affiliation: University of Göttingen, Germany
- affiliation (former): EMBL Heidelberg, Germany
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2020 – today
- 2024
[i11]Anwai Archit
, Constantin Pape:
ViM-UNet: Vision Mamba for Biomedical Segmentation. CoRR abs/2404.07705 (2024)- 2023
- [j4]Daniel Franco-Barranco, Zudi Lin, Won-Dong Jang, Xueying Wang, Qijia Shen, Wenjie Yin, Yutian Fan, Mingxing Li, Chang Chen, Zhiwei Xiong, Rui Xin, Hao Liu, Huai Chen, Zhili Li, Jie Zhao, Xuejin Chen, Constantin Pape, Ryan Conrad, Luke Nightingale, Joost de Folter, Martin L. Jones, Yanling Liu, Dorsa Ziaei, Stephan Huschauer, Ignacio Arganda-Carreras, Hanspeter Pfister, Donglai Wei:
Current Progress and Challenges in Large-Scale 3D Mitochondria Instance Segmentation. IEEE Trans. Medical Imaging 42(12): 3956-3971 (2023) - [c9]Paul Hilt, Maedeh Zarvandi, Edgar Kaziakhmedov, Sourabh Bhide, Maria Leptin, Constantin Pape, Anna Kreshuk:
Reinforcement learning for instance segmentation with high-level priors. ICCV (Workshops) 2023: 3915-3924 - [i10]Anwai Archit, Constantin Pape:
Probabilistic Domain Adaptation for Biomedical Image Segmentation. CoRR abs/2303.11790 (2023) - 2022
- [j3]Alex Matskevych, Adrian Wolny, Constantin Pape, Anna Kreshuk:
From Shallow to Deep: Exploiting Feature-Based Classifiers for Domain Adaptation in Semantic Segmentation. Frontiers Comput. Sci. 4: 805166 (2022) - [c8]Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk:
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings. CVPR 2022: 4392-4401 - [c7]Alberto Bailoni, Constantin Pape, Nathan Hütsch, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht:
GASP, a generalized framework for agglomerative clustering of signed graphs and its application to Instance Segmentation. CVPR 2022: 11635-11645 - 2021
- [b1]Constantin Pape:
Scalable Instance Segmentation for Microscopy. Heidelberg University, Germany, 2021 - [j2]Steffen Wolf, Alberto Bailoni, Constantin Pape, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht:
The Mutex Watershed and its Objective: Efficient, Parameter-Free Graph Partitioning. IEEE Trans. Pattern Anal. Mach. Intell. 43(10): 3724-3738 (2021) - [i9]Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk:
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings. CoRR abs/2103.14572 (2021) - [i8]Paul Hilt, Edgar Kaziakhmedov, Sourabh Bhide, Maria Leptin, Constantin Pape, Anna Kreshuk:
Stateless actor-critic for instance segmentation with high-level priors. CoRR abs/2107.02600 (2021) - 2020
- [c6]Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht:
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. GCPR 2020: 331-344 - [c5]Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht:
The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. ECCV (6) 2020: 208-224 - [i7]Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht:
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. CoRR abs/2009.04998 (2020)
2010 – 2019
- 2019
- [j1]Constantin Pape, Alex Matskevych, Adrian Wolny, Julian Hennies, Giulia Mizzon, Marion Louveaux, Jacob Musser, Alexis Maizel, Detlev Arendt, Anna Kreshuk:
Leveraging Domain Knowledge to Improve Microscopy Image Segmentation With Lifted Multicuts. Frontiers Comput. Sci. 1: 6 (2019) - [c4]Artem Lukoyanov, Isabella Haberbosch, Constantin Pape, Alwin Krämer, Yannick Schwab, Anna Kreshuk:
Synthetic Patches, Real Images: Screening for Centrosome Aberrations in EM Images of Human Cancer Cells. MICCAI (1) 2019: 523-531 - [i6]Steffen Wolf, Alberto Bailoni, Constantin Pape, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht:
The Mutex Watershed and its Objective: Efficient, Parameter-Free Image Partitioning. CoRR abs/1904.12654 (2019) - [i5]Constantin Pape, Alex Matskevych, Julian Hennies, Anna Kreshuk:
Leveraging Domain Knowledge to improve EM image segmentation with Lifted Multicuts. CoRR abs/1905.10535 (2019) - [i4]Alberto Bailoni, Constantin Pape, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht:
A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation. CoRR abs/1906.11713 (2019) - [i3]Artem Lukoyanov, Isabella Haberbosch, Constantin Pape, Alwin Kraemer, Yannick Schwab, Anna Kreshuk:
Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells. CoRR abs/1908.10109 (2019) - [i2]Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht:
The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation. CoRR abs/1912.12717 (2019) - 2018
- [c3]Steffen Wolf, Constantin Pape, Alberto Bailoni, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht:
The Mutex Watershed: Efficient, Parameter-Free Image Partitioning. ECCV (4) 2018: 571-587 - [c2]Larissa Heinrich, Jan Funke, Constantin Pape, Juan Nunez-Iglesias, Stephan Saalfeld:
Synaptic Cleft Segmentation in Non-isotropic Volume Electron Microscopy of the Complete Drosophila Brain. MICCAI (2) 2018: 317-325 - [i1]Larissa Heinrich, Jan Funke, Constantin Pape, Juan Nunez-Iglesias, Stephan Saalfeld:
Synaptic Cleft Segmentation in Non-Isotropic Volume Electron Microscopy of the Complete Drosophila Brain. CoRR abs/1805.02718 (2018) - 2017
- [c1]Constantin Pape, Thorsten Beier, Peter Li, Viren Jain, Davi D. Bock, Anna Kreshuk:
Solving Large Multicut Problems for Connectomics via Domain Decomposition. ICCV Workshops 2017: 1-10
Coauthor Index
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