Denoising image-based experimental data without clean targets based on deep autoencoders

This publication has 28 references indexed in Scilit:

• Resolving dynamic features of kilohertz pressure fluctuations using fast-responding pressure-sensitive paint: measurement of inclined jet impingement
  Experiments in Fluids, 2022
• Fast pressure-sensitive paint for understanding complex flows: from regular to harsh environments
  Experiments in Fluids, 2019
• Unsteady pressure-sensitive-paint (PSP) measurement in low-speed flow: characteristic mode decomposition and noise floor analysis
  Experiments in Fluids, 2019
• Proper orthogonal decomposition truncation method for data denoising and order reduction
  Experiments in Fluids, 2017
• POD-based background removal for particle image velocimetry
  Experimental Thermal and Fluid Science, 2017
• Construction of 2D-3C PIV and high-speed infrared thermography combined system for simultaneous measurement of flow and thermal fluctuations over a backward facing step
  International Journal of Heat and Fluid Flow, 2016
• Fast PSP measurements of wall-pressure fluctuation in low-speed flows: improvements using proper orthogonal decomposition
  Experiments in Fluids, 2016
• On PIV random error minimization with optimal POD-based low-order reconstruction
  Experiments in Fluids, 2015
• Quantitative evaluation of spatio-temporal heat transfer to a turbulent air flow using a heated thin-foil
  International Journal of Heat and Mass Transfer, 2013
• Dynamic mode decomposition of turbulent cavity flows for self-sustained oscillations
  International Journal of Heat and Fluid Flow, 2011