Image Segmentation Using Deep Learning: A Survey

• ImageGrains 2.0: Improved precision and generalization for grain segmentation

  2026 Earth Surface Dynamics article Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Synthetic image data generation for the training of a segmentation algorithm for machine tool recognition

  2025 Proceedings of the Annual Conference of the IEEE Industrial Electronics Society conference-paper Computer Science Advanced Neural Network Applications

  0

  citations
• Rethinking translation robustness for reliable convolutional segmentation architecture

  2025 Displays article Computer Science Advanced Neural Network Applications

  0

  citations
• Deep learning based automation of mean linear intercept quantification in COPD research

  2025 Frontiers in Big Data article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  2

  citations
• Medical Image Segmentation Review: The Success of U-Net

  2024 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Medical Image Segmentation Techniques cited by 1 patent

  925

  citations
• Reducing Manual Annotation Costs for Cell Segmentation by Upgrading Low-Quality Annotations

  2024 Journal of Imaging article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques Open access

  6

  citations
• Automated segmentation of large image datasets using artificial intelligence for microstructure characterisation and damage analysis

  2024 Materials & Design article Computer Science Advanced Neural Network Applications Open access

  16

  citations
• Deep learning-based instance segmentation on 3D laser triangulation data for inline monitoring of particle size distributions in construction and demolition waste recycling

  2024 Resources Conservation and Recycling article Computer Science Advanced Neural Network Applications Open access

  26

  citations
• APPROPRIATE Life Cycle Assessment: A PRO cess-Specific, PR edictive I mpact A ssessmen T Method for Emerging Chemical Processes

  2023 ACS Sustainable Chemistry & Engineering article Environmental Science Environmental Impact and Sustainability Open access cited by 1 patent

  56

  citations
• Transformer vs. CNN – A Comparison on Knee Segmentation in Ultrasound Images

  2022 EPiC series in health sciences conference-paper Computer Science Medical Image Segmentation Techniques Open access

  5

  citations
• Roadmap for a sustainable circular economy in lithium-ion and future battery technologies

  2022 Journal of Physics Energy article Engineering Extraction and Separation Processes Open access

  136

  citations
• Deep Learning for Instance Retrieval: A Survey

  2022 IEEE Transactions on Pattern Analysis and Machine Intelligence article Computer Science Image Retrieval and Classification Techniques Open access

  193

  citations
• Towards monitoring of a cricket production using instance segmentation

  2022 Journal of Insects as Food and Feed article Computer Science Advanced Neural Network Applications

  6

  citations

13 results