Constantin Pape

Publication Activity (10 Years)

Years Active: 2017-2024
Publications (10 Years): 24

Top Topics

Catchment Basins

Domain Adaptation

Image Segmentation

Top Venues

Frontiers Comput. Sci.

IEEE Trans. Medical Imaging

Publications

Anwai Archit, Constantin Pape
ViM-UNet: Vision Mamba for Biomedical Segmentation. CoRR (2024)
Anwai Archit, Constantin Pape
Probabilistic Domain Adaptation for Biomedical Image Segmentation. CoRR (2023)
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)
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) (2023)
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)
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 (2022)
Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings. CVPR (2022)
Paul Hilt, Edgar Kaziakhmedov, Sourabh Bhide, Maria Leptin, Constantin Pape, Anna Kreshuk
Stateless actor-critic for instance segmentation with high-level priors. CoRR (2021)
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) (2021)
Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk
Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings. CoRR (2021)
Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. CoRR (2020)
Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht
Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks. GCPR (2020)
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)
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 (2019)
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 (2019)
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 (2019)
Constantin Pape, Alex Matskevych, Julian Hennies, Anna Kreshuk
Leveraging Domain Knowledge to improve EM image segmentation with Lifted Multicuts. CoRR (2019)
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 (2019)
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)
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 (2019)
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)
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)
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 (2018)
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)