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Stateless actor-critic for instance segmentation with high-level priors


Jul 06, 2021
Paul Hilt, Edgar Kaziakhmedov, Sourabh Bhide, Maria Leptin, Constantin Pape, Anna Kreshuk


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Sparse Object-level Supervision for Instance Segmentation with Pixel Embeddings


Mar 26, 2021
Adrian Wolny, Qin Yu, Constantin Pape, Anna Kreshuk


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Proposal-Free Volumetric Instance Segmentation from Latent Single-Instance Masks


Sep 10, 2020
Alberto Bailoni, Constantin Pape, Steffen Wolf, Anna Kreshuk, Fred A. Hamprecht

* Presented at GCPR 2020 

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The Semantic Mutex Watershed for Efficient Bottom-Up Semantic Instance Segmentation


Dec 29, 2019
Steffen Wolf, Yuyan Li, Constantin Pape, Alberto Bailoni, Anna Kreshuk, Fred A. Hamprecht


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Synthetic patches, real images: screening for centrosome aberrations in EM images of human cancer cells


Aug 27, 2019
Artem Lukoyanov, Isabella Haberbosch, Constantin Pape, Alwin Kraemer, Yannick Schwab, Anna Kreshuk

* Accepted at MICCAI 2019 

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A Generalized Framework for Agglomerative Clustering of Signed Graphs applied to Instance Segmentation


Jun 27, 2019
Alberto Bailoni, Constantin Pape, Steffen Wolf, Thorsten Beier, Anna Kreshuk, Fred A. Hamprecht

* 19 pages, 8 figures, 6 tables 

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Leveraging Domain Knowledge to improve EM image segmentation with Lifted Multicuts


May 25, 2019
Constantin Pape, Alex Matskevych, Julian Hennies, Anna Kreshuk


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The Mutex Watershed and its Objective: Efficient, Parameter-Free Image Partitioning


Apr 25, 2019
Steffen Wolf, Alberto Bailoni, Constantin Pape, Nasim Rahaman, Anna Kreshuk, Ullrich Köthe, Fred A. Hamprecht


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Synaptic Cleft Segmentation in Non-Isotropic Volume Electron Microscopy of the Complete Drosophila Brain


May 07, 2018
Larissa Heinrich, Jan Funke, Constantin Pape, Juan Nunez-Iglesias, Stephan Saalfeld


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