Rich Feature Hierarchies for Accurate Object Detection and Semantic Segmentation

• Automatic Detection of Dendritic Microstructure Using Computer Vision Deep Learning Models Trained with Phase Field Simulations

  2025 Integrating materials and manufacturing innovation article Materials Science Solidification and crystal growth phenomena Open access

  7

  citations
• Data-centric AI approach for automated wildflower monitoring

  2024 PLoS ONE article Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Deep Learning Approach for Bubble Detection and Segmentation with YOLOv5

  2024 Preprints.org preprint Computer Science Advanced Neural Network Applications Open access

  6

  citations
• Holistic image‐based analysis of damage on concrete surfaces—A multifaceted approach based on supervised machine learning

  2024 Structural Concrete article Engineering Infrastructure Maintenance and Monitoring Open access cited by 2 patents

  4

  citations
• Data-centric AI approach for automated wildflower monitoring

  2024 bioRxiv (Cold Spring Harbor Laboratory) preprint Computer Science Advanced Neural Network Applications Open access

  0

  citations
• Training Spiking Neural Networks Using Lessons From Deep Learning

  2023 Proceedings of the IEEE article Engineering Advanced Memory and Neural Computing Open access

  787

  citations
• Deep Learning for Archaeological Object Detection on LiDAR: New Evaluation Measures and Insights

  2022 Remote Sensing article Earth and Planetary Sciences Archaeological Research and Protection Open access

  43

  citations
• D 2 Conv3D: Dynamic Dilated Convolutions for Object Segmentation in Videos

  2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) conference-paper Computer Science Advanced Neural Network Applications

  27

  citations
• Meta-Learning

  2022 Springer eBooks book-chapter Computer Science Reinforcement Learning in Robotics

  1

  citations
• New innovations in pavement materials and engineering: A review on pavement engineering research 2021

  2021 Journal of Traffic and Transportation Engineering (English Edition) article Engineering Asphalt Pavement Performance Evaluation Open access

  186

  citations
• Prediction of Listener Perception of Argumentative Speech in a Crowdsourced Dataset Using (Psycho-)Linguistic and Fluency Features

  2021 arXiv (Cornell University) preprint Psychology Emotion and Mood Recognition Open access

  1

  citations
• Applying automated object detection in archaeological practice: A case study from the southern Netherlands

  2021 Archaeological Prospection article Earth and Planetary Sciences Archaeological Research and Protection Open access

  40

  citations
• Aachen-Heerlen annotated steel microstructure dataset

  2021 Scientific Data data-paper Engineering Microstructure and Mechanical Properties of Steels Open access

  25

  citations
• Segmentation of photovoltaic module cells in uncalibrated electroluminescence images

  2021 Machine Vision and Applications article Engineering Industrial Vision Systems and Defect Detection Open access cited by 1 patent

  98

  citations
• Segmentation of photovoltaic module cells in uncalibrated electroluminescence images

  2021 RWTH Publications (RWTH Aachen) article Engineering Industrial Vision Systems and Defect Detection Open access

  79

  citations
• Effects of Domain Randomization on Simulation-to-Reality Transfer of Reinforcement Learning Policies for Industrial Robots

  2021 Transactions on computational science and computational intelligence book-chapter Computer Science Reinforcement Learning in Robotics

  3

  citations
• Transfer of Hierarchical Reinforcement Learning Structures for Robotic Manipulation Tasks

  2020 International Conference on Computational Science and Computational Intelligence (CSCI) conference-paper Computer Science Reinforcement Learning in Robotics

  7

  citations
• Combining Deep Learning and Location-Based Ranking for Large-Scale Archaeological Prospection of LiDAR Data from The Netherlands

  2020 ISPRS International Journal of Geo-Information article Earth and Planetary Sciences Archaeological Research and Protection Open access

  68

  citations
• A Semantic Segmentation Approach to Recognize Assault Rifles in ISIS Propaganda Images

  2020 IEEE International Conference on Semantic Computing (ICSC) conference-paper Computer Science Advanced Neural Network Applications Open access

  2

  citations

19 results