Ruiyang Hao

ORCID: 0000-0003-1799-8316
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About
Contact & Profiles
Research Areas
  • Industrial Vision Systems and Defect Detection
  • Advanced Neural Network Applications
  • Video Surveillance and Tracking Methods
  • Flexible and Reconfigurable Manufacturing Systems
  • Anomaly Detection Techniques and Applications
  • Human Pose and Action Recognition
  • Surface Roughness and Optical Measurements
  • Scheduling and Optimization Algorithms
  • Autonomous Vehicle Technology and Safety
  • Image and Object Detection Techniques
  • Advanced Manufacturing and Logistics Optimization

Tsinghua University
2020-2025

Beihang University
2021

10.1109/tim.2025.3550210 article EN IEEE Transactions on Instrumentation and Measurement 2025-01-01

Abstract In contemporary industrial systems, ensuring the quality of object surfaces has become an essential and inescapable aspect factory inspections. Cascade regional convolutional neural network (cascade R-CNN), detection instance segmentation algorithm based on deep learning, been widely applied in numerous applications. Nonetheless, there is still space for improving defects metal surfaces. The cascade R-CNN does not currently have good results defect detection, but after it by...

10.1115/1.4063860 article EN Journal of Computing and Information Science in Engineering 2023-10-20
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