Shiyu Tao

ORCID: 0009-0001-2669-7358
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About
Contact & Profiles
Research Areas
  • Adaptive optics and wavefront sensing
  • Speech and dialogue systems
  • Multimodal Machine Learning Applications
  • Advanced Image Processing Techniques
  • Infrastructure Maintenance and Monitoring
  • Image Processing Techniques and Applications
  • Topic Modeling
  • Non-Destructive Testing Techniques
  • Geophysical Methods and Applications

Beijing Technology and Business University
2025

Wuhan University
2006

Despite significant advancements in bridge façade defect classification, real-world automated inspections continue to face substantial challenges, including faint visibility, low lighting conditions, overexposure, noise interference, motion blur, and occlusions. These factors, stemming from variable environmental conditions unstable imaging angles, severely degrade model performance. To address this issue, we introduce the Hard Defect Classification Dataset (HDCD), which systematically...

10.3390/electronics14071407 article EN Electronics 2025-03-31

The satellite remote image is degraded obviously due to the diffraction-limitation of imaging system and atmosphere turbulence etc.. Namely, observed blurred by a low-pass filter whose transfer function vanishes beyond cut-off spatial frequency (omega <sub xmlns:mml="http://www.w3.org/1998/Math/MathML" xmlns:xlink="http://www.w3.org/1999/xlink">c</sub> ).Processes that achieve recreation frequencies pass- band are usually referred as super-resolution algorithms. Although, multi-frame has...

10.1109/igarss.2006.357 article EN 2006-07-01
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