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Papers matching “semantic segmentation” 124

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Cross domain matching for semantic point cloud segmentation based on image segmentation and geometric reasoning
2023 Advanced Engineering Informatics article Earth and Planetary Sciences 3D Surveying and Cultural Heritage Open access

Jan Martens, Timothy Blut, Jörg Blankenbach

40

citations
Data enrichment for semantic segmentation of point clouds for the generation of geometric-semantic road models
2025 Frontiers in Built Environment article Earth and Planetary Sciences 3D Surveying and Cultural Heritage Open access

David Crampen, Jörg Blankenbach

5

citations
Generative Semantic Segmentation via an Observable Semantic-Image Interface and Hierarchical Generator Evidence Alignment
2026 arXiv (Cornell University) preprint Computer Science Generative Adversarial Networks and Image Synthesis Open access

Weize Cai, Yongqi Dong, Zhida Shao, Zixin Fu

0

citations
Self-supervised Few-shot Learning for Semantic Segmentation: An Annotation-free Approach
2023 arXiv (Cornell University) preprint Computer Science Medical Image Segmentation Techniques Open access

Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof

1

citations
Loss Functions in the Era of Semantic Segmentation: A Survey and Outlook
2023 arXiv (Cornell University) preprint Computer Science Explainable Artificial Intelligence (XAI) Open access

Reza Azad, Moein Heidary, Michael Hüttemann, Sanaz Karimijafarbigloo, Yuli Wu, Anke Schmeink, +1 more

23

citations
SasWOT: Real-Time Semantic Segmentation Architecture Search WithOut Training
2024 Proceedings of the AAAI Conference on Artificial Intelligence conference-paper Computer Science Semantic Web and Ontologies Open access

Chendi Zhu, Lujun Li, Yuli Wu, Zhengxing Sun

23

citations
Vessel Delineation Using U-Net: A Sparse Labeled Deep Learning Approach for Semantic Segmentation of Histological Images
2023 Cancers article Computer Science AI in cancer detection Open access

Lukas Glänzer, Husam E. Masalkhi, Anjali A. Roeth, Thomas Schmitz‐Rode, Ioana Slabu

9

citations
Semantic segmentation in construction environments—SegFormer checkpoint and synthetic training data
2026 RWTH Publications (RWTH Aachen) dataset Engineering Infrastructure Maintenance and Monitoring Open access

Jorge Luis Jiménez-Aparicio, Artem Bliznyuk, Böken David, Heinz-Jürgen Roßmann

0

citations
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements
2025 conference-paper Computer Science Handwritten Text Recognition Techniques

M. Arda Aydın, Efe Mert Çırpar, Elvin Abdinli, Gozde Una, Yusuf H. Şahin

3

citations
Utilization of deep autoencoders for improving semantic segmentation of 3D point clouds
2025 RWTH Publications (RWTH Aachen) conference-paper Engineering 3D Shape Modeling and Analysis Open access

Marcel Aubart, Hristo Vassilev Hristo Vassilev

0

citations
Hierarchical SVM for Semantic Segmentation of 3D Point Clouds for Infrastructure Scenes
2024 Infrastructures article Earth and Planetary Sciences 3D Surveying and Cultural Heritage Open access

Mohamed Kamal Mansour, Jan Martens, Jörg Blankenbach

19

citations
DUFormer: Solving Power Line Detection Task in Aerial Images using Semantic Segmentation
2023 arXiv (Cornell University) preprint Engineering Vehicle License Plate Recognition Open access

Deyu An, Qiang Zhang, Jianshu Chao, Ting Li, Feng Qiao, Yong Sheng Deng, +1 more

0

citations
AI-Based Spatial Burn Assessment with MLLMs: Body Region, 3 × 3 Grid Classification and Burn Instance Counting from Photographs and Semantic Segmentation Masks
2026 Biomedicines article Medicine Burn Injury Management and Outcomes Open access

Ibrahim Güler, Armin Kraus, Gerrit Grieb, Henrik Stelling

0

citations
Self-supervised Semantic Segmentation: Consistency over Transformation
2023 IEEE/CVF International Conference on Computer Vision Workshops (ICCVW) conference-paper Computer Science Medical Image Segmentation Techniques Open access

Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulaş Bağcı, Dorit Merhof

6

citations
Enhancing Semantic Segmentation in High-Resolution TEM Images: A Comparative Study of Batch Normalization and Instance Normalization
2024 Microscopy and Microanalysis article Biochemistry, Genetics and Molecular Biology Advanced Electron Microscopy Techniques and Applications Open access

Bashir Kazimi, Stefan Sandfeld

10

citations
Assessment of Simulated Data for Training Semantic Segmentation-based Perception Models in Construction
2025 Procedia Computer Science conference-paper Computer Science Advanced Neural Network Applications Open access

Jorge Luis Jiménez Aparicio, David Böken, Johannes Sprink, Xiaoting Wang, Jürgen Roßmann

0

citations
Self-supervised Semantic Segmentation: Consistency over Transformation
2023 arXiv (Cornell University) preprint Medicine Radiomics and Machine Learning in Medical Imaging Open access

Sanaz Karimijafarbigloo, Reza Azad, Amirhossein Kazerouni, Yury Velichko, Ulaş Bağcı, Dorit Merhof

0

citations
Atlas-Augmented Semantic Segmentation for Robust Ultra-Low-Field Pediatric Brain Imaging
2026 Lecture notes in computer science conference-paper Engineering Sparse and Compressive Sensing Techniques Open access

Kostiantyn Lavronenko, Rueveyda Yilmaz, Zhu Chen, Johannes Stegmaier, Volkmar Schulz

0

citations
Mask3D: Mask Transformer for 3D Semantic Instance Segmentation
2023 conference-paper Engineering 3D Shape Modeling and Analysis cited by 2 patents

Jonas Schult, Francis Engelmann, Alexander Hermans, Or Litany, Siyu Tang, Bastian Leibe

248

citations
Crack Size Measurements on Fracture Surface Images Using Deep Neural Networks for Semantic Segmentation
2023 conference-paper Engineering Fatigue and fracture mechanics

Johannes Tlatlik, Sebastian Münstermann

1

citations
Self-supervised Few-Shot Learning for Semantic Segmentation: An Annotation-Free Approach
2023 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications

Sanaz Karimijafarbigloo, Reza Azad, Dorit Merhof

11

citations
3D-MPA: Multi-Proposal Aggregation for 3D Semantic Instance Segmentation
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) conference-paper Engineering 3D Shape Modeling and Analysis Open access cited by 4 patents

Francis Engelmann, Martin Bokeloh, Alireza Fathi, Bastian Leibe

237

citations
A Method for Semantic Knee Bone and Cartilage Segmentation with Deep 3D Shape Fitting Using Data from the Osteoarthritis Initiative
2020 Lecture notes in computer science conference-paper Computer Science Human Pose and Action Recognition cited by 1 patent

Justus Schock, Marcin Kopaczka, Benjamin Agthe, Jie Huang, Daniel Truhn, Stefan Conrad, +4 more

12

citations
Integration of Key-value Attention into Pure and Hybrid Transformers for Semantic Segmentation
2025 Informatik aktuell conference-paper Computer Science Advanced Neural Network Applications Open access

DeShin Hwa, Klaus Drechsler

0

citations
Atlas-Augmented Semantic Segmentation for Robust Ultra-Low-Field Pediatric Brain Imaging
2026 RWTH Publications (RWTH Aachen) article Engineering Sparse and Compressive Sensing Techniques Open access

Kostiantyn Lavronenko, Rüveyda Yilmaz, Zhu Chen, Johannes Stegmaier, Volkmar Schulz

0

citations