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DUDES: Deep Uncertainty Distillation using Ensembles for Semantic Segmentation

• Authors : Landgraf, Steven; Wursthorn, Kira; Hillemann, Markus

Subjects: Deep Learning; Semantic Segmentation; Uncertainty Quantification

• Source: PFG – Journal of Photogrammetry, Remote Sensing and Geoinformation Science, 92 (2), 101–114 ; ISSN: 2512-2789, 2512-2819

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Semantic segmentation with small training datasets: A case study for corrosion detection on the surface of industrial objects

• Authors : Haitz, Dennis; Hübner, Patrick; Ulrich, Markus

Subjects: Semantic segmentation; classification; machine vision

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Fast semantic segmentation CNNs for FPGAs

• Authors : Wezstein, Simon; Jin, Muen; Stelzl, Michael

Subjects: ddc:620; Engineering & allied operations; info:eu-repo/classification/ddc/620

• Source: ISSN: 2510-7224.

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Semantic Segmentation of Crops and Weeds with Probabilistic Modeling and Uncertainty Quantification

• Authors : Celikkan, Ekin; Saberioon, Mohammadmehdi; Herold, Martin

Subjects: ddc:004; DATA processing & computer science; info:eu-repo/classification/ddc/004

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Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation

• Authors : Seibold, Constantin Marc; Reiß, Simon; Kleesiek, Jens

Subjects: ddc:004; DATA processing & computer science; info:eu-repo/classification/ddc/004

• Source: ISSN: 2374-3468, 2159-5399.

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Mirror U-Net: Marrying Multimodal Fission with Multi-task Learning for Semantic Segmentation in Medical Imaging

• Authors : Marinov, Zdravko; Reiß, Simon; Kersting, David

Subjects: ddc:004; DATA processing & computer science; info:eu-repo/classification/ddc/004

• Source: ISSN: 2473-9944.

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Improving Lidar-Based Semantic Segmentation of Top-View Grid Maps by Learning Features in Complementary Representations

• Authors : Bieder, Frank; Link, Maximilian; Romanski, Simon

Subjects: ddc:620; Engineering & allied operations; info:eu-repo/classification/ddc/620

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Semantic Segmentation of Some Rock-Forming Mineral Thin Sections Using Deep Learning Algorithms: A Case Study from the Nikeiba Area, South Eastern Desert, Egypt

• Authors : Hassan, Safaa M.; Laban, Noureldin; Abo Khashaba, Saif M.

Subjects: ddc:910; Geography & travel; info:eu-repo/classification/ddc/910

• Source: Remote Sensing, 16 (13), Art.-Nr.: 2276 ; ISSN: 2072-4292

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Reference-guided Pseudo-Label Generation for Medical Semantic Segmentation

• Authors : Seibold, Constantin; Reiß, Simon; Kleesiek, Jens

Subjects: semi-supervised learning; semantic segmentation; ddc:004

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Uncertainty-aware Cross-Entropy for Semantic Segmentation

• Authors : Landgraf, Steven; Hillemann, Markus; Wursthorn, Kira

Subjects: ddc:550; Earth sciences; info:eu-repo/classification/ddc/550

• Source: ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences, X-2-2024, 129–136 ; ISSN: 2194-9050

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