Yang Li

ORCID: 0009-0008-8189-948X
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About
Contact & Profiles
Research Areas
  • Image Processing Techniques and Applications
  • Wind and Air Flow Studies
  • Advanced Image Processing Techniques
  • Wind Energy Research and Development
  • Image and Signal Denoising Methods
  • Fluid Dynamics and Vibration Analysis

Hunan University
2013-2024

Deep learning has provided an excellent solution for the MR image super-resolution. However, existing methods mainly have two problems. Firstly, a single super-resolution network makes it difficult to accurately reconstruct lost high-frequency details. Secondly, single-stage achieve higher multiples of upsampling. Therefore, we propose reconstruction-guided multi-stage (RGMSNet) MRI On one hand, guidance from reconstruction prior can provide more clear features tasks. other supervision is...

10.1145/3653781.3653787 article EN 2024-01-19
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