Albumentations: Fast and Flexible Image Augmentations

• Accelerated quantification of reinforcement degradation in additively manufactured Ni-WC metal matrix composites via SEM and vision transformers

  2025 Materials Characterization article Computer Science Advanced Neural Network Applications Open access

  1

  citations
• Detecting the extent of co-existing anomalies in additively manufactured metal matrix composites through explainable selection and fusion of multi-camera deep learning features

  2025 Virtual and Physical Prototyping article Engineering Industrial Vision Systems and Defect Detection Open access

  9

  citations
• Deep learning-based prediction of rheumatoid arthritis-associated deformity on MRI

  2025 Brain and Spine article Medicine Cervical and Thoracic Myelopathy Open access

  3

  citations
• Shift-Invariance Robustness of Convolutional Neural Networks in Side-Channel Analysis

  2024 Mathematics article Computer Science Cryptographic Implementations and Security Open access

  5

  citations
• Overcoming data scarcity in biomedical imaging with a foundational multi-task model

  2024 Nature Computational Science article Computer Science Domain Adaptation and Few-Shot Learning Open access

  73

  citations
• Joint 2D to 3D image registration workflow for comparing multiple slice photographs and CT scans of apple fruit with internal disorders

  2024 Postharvest Biology and Technology article Agricultural and Biological Sciences Postharvest Quality and Shelf Life Management Open access

  12

  citations
• Fundamental requirements of a machine learning operations platform for industrial metal additive manufacturing

  2023 Computers in Industry article Engineering Additive Manufacturing Materials and Processes

  23

  citations
• Deep learning based initial crack size measurements utilizing macroscale fracture surface segmentation

  2023 Engineering Fracture Mechanics article Engineering Fatigue and fracture mechanics Open access

  21

  citations
• Analysis of Thin Carbon Reinforced Concrete Structures through Microtomography and Machine Learning

  2023 Buildings article Engineering Structural Behavior of Reinforced Concrete Open access

  2

  citations
• Artificial Intelligence‐Supported Video Analysis as a Means to Assess the Impact of DROP‐IN Image Guidance on Robotic Surgeons: Radioguided Sentinel Lymph Node versus PSMA‐Targeted Prostate Cancer Surgery

  2023 Advanced Intelligent Systems article Medicine Prostate Cancer Diagnosis and Treatment Open access

  18

  citations
• Identification of Martensite Bands in Dual‐Phase Steels: A Deep Learning Object Detection Approach Using Faster Region‐Based‐Convolutional Neural Network

  2023 steel research international article Engineering Microstructure and Mechanical Properties of Steels Open access

  9

  citations
• DermoSegDiff: A Boundary-Aware Segmentation Diffusion Model for Skin Lesion Delineation

  2023 Lecture notes in computer science conference-paper Computer Science Medical Image Segmentation Techniques

  50

  citations
• Part Recognition in Additive Production Systems using a Computer-vision Approach

  2022 conference-paper Engineering Additive Manufacturing and 3D Printing Technologies

  0

  citations
• Panoptic Segmentation of Animal Fibers

  2022 IEEE International Instrumentation and Measurement Technology Conference conference-paper Engineering Industrial Vision Systems and Defect Detection

  2

  citations
• Viewpoint-Tolerant Semantic Segmentation for Aerial Logistics

  2021 Lecture notes in computer science conference-paper Computer Science Advanced Neural Network Applications

  1

  citations

15 results