Deep Learning for Computer Vision: A Brief Review

• Sheet metal localization using deep learning and synthetic data

  2025 Journal of Intelligent Manufacturing article Engineering Industrial Vision Systems and Defect Detection Open access

  3

  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
• Multi-Domain Lifelong Visual Question Answering via Self-Critical Distillation

  2023 ACM International Conference on Multimedia (ACM MM) conference-paper Computer Science Domain Adaptation and Few-Shot Learning Open access

  5

  citations
• A Physical Phantom for the Simulation of Neonatal Thermoregulation

  2023 Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society conference-paper Medicine Infrared Thermography in Medicine

  1

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

  2023 Lecture notes in computer science conference-paper Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  3

  citations
• Machine learning in bioprocess development: from promise to practice

  2022 Trends in biotechnology review Biochemistry, Genetics and Molecular Biology Microbial Metabolic Engineering and Bioproduction Open access cited by 1 patent

  166

  citations
• SegPC-2021: A challenge & dataset on segmentation of Multiple Myeloma plasma cells from microscopic images

  2022 Medical Image Analysis article Biochemistry, Genetics and Molecular Biology Cell Image Analysis Techniques

  35

  citations
• An effective simulation- and measurement-based workflow for enhanced diagnostics in rhinology

  2021 Medical & Biological Engineering & Computing article Medicine Nasal Surgery and Airway Studies Open access

  14

  citations
• A Neonatal Phantom for Vital Signs Simulation

  2021 IEEE Transactions on Biomedical Circuits and Systems article Engineering Non-Invasive Vital Sign Monitoring

  11

  citations
• AutoSynPose: Automatic Generation of Synthetic Datasets for 6D Object Pose Estimation

  2020 Frontiers in artificial intelligence and applications book-chapter Engineering Robot Manipulation and Learning Open access

  1

  citations
• Temporally coherent cardiac motion tracking from cine MRI: Traditional registration method and modern CNN method

  2020 Medical Physics article Computer Science Medical Image Segmentation Techniques Open access cited by 1 patent

  23

  citations
• Radiomics for precision medicine: Current challenges, future prospects, and the proposal of a new framework

  2020 Methods article Medicine Radiomics and Machine Learning in Medical Imaging Open access

  276

  citations
• Automatic vocal tract landmark localization from midsagittal MRI data

  2020 Scientific Reports article Computer Science Medical Image Segmentation Techniques Open access

  20

  citations
• Automatic vocal tract landmark localization from midsagittal MRI data

  2020 RWTH Publications (RWTH Aachen) article Computer Science Medical Image Segmentation Techniques Open access

  19

  citations

14 results