Peter Hirsch

4 papers · 2020–2026 · 3 venues · across top CS/AI venues

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

MIDL (2) CVPR (1) ICCV (1)

Top co-authors

Lisa Mais (3) Dagmar Kainmueller (3) Josef Lorenz Rumberger (2) Vanessa Emanuela Guarino (1) Christoph Karg (1) Nemesio Navarro-Arambula (1) Rajalakshmi Palaniappan (1) Claire Managan (1) Lena Maier-Hein (1) Gudrun Ihrke (1)

Research topics

Computer Vision (3) Healthcare & Medicine (2) Analysis (2) Domain-Specific (2) Processing (2) Research (2) Deep Learning (1) Machine Learning (1) Clinical (1) Core Methods (1) Learning Types (1)

Keywords

instance segmentation (2) medical imaging (1) 3d vision (1) convolutional neural network (1) benchmark dataset (1) 3d segmentation (1) ground truth (1) long-range dependency (1) encoder-decoder network (1) auxiliary task learning (1) nuclei segmentation (1) vessel segmentation (1) light microscopy (1) neuron morphology (1) filamentous structure (1) volumetric imaging (1) 3d microscopy (1) neuron segmentation (1) shift equivariance (1) biomedical image (1)

Papers

Vesselpose: Vessel Graph Reconstruction from Learned Voxel-wise Direction Vectors in 3D Vascular Images MIDL 2026 FISBe: A Real-World Benchmark Dataset for Instance Segmentation of Long-Range Thin Filamentous Structures CVPR 2024 How Shift Equivariance Impacts Metric Learning for Instance Segmentation ICCV 2021 An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images MIDL 2020