Biwen Yang

ORCID: 0009-0009-7887-7906
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About
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Research Areas
  • Advanced Neural Network Applications
  • Advanced SAR Imaging Techniques
  • Advanced Measurement and Detection Methods
  • Advanced Optical Sensing Technologies
  • Infrared Target Detection Methodologies
  • Machine Learning and ELM
  • Brain Tumor Detection and Classification
  • Photoacoustic and Ultrasonic Imaging
  • Image Enhancement Techniques
  • Domain Adaptation and Few-Shot Learning
  • Anomaly Detection Techniques and Applications
  • Advanced Image Processing Techniques

Beijing Institute of Technology
2024-2025

Guizhou Electromechanical Research and Design Institute
2025

Abstract Thermal images are prone to significant degradation due noise, low contrast, and loss of fine details, which poses challenges in many practical applications. Traditional image restoration techniques, particularly those developed for the RGB domain, struggle effectively balance noise reduction, contrast improvement, detail preservation when applied thermal images. In this work, a novel two‐stage deep learning framework designed address these issues is proposed. The approach separates...

10.1049/ell2.70111 article EN cc-by-nc-nd Electronics Letters 2025-01-01

10.1109/icassp49660.2025.10890097 article EN ICASSP 2022 - 2022 IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2025-03-12
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