Effects of velocity regularization on neural network performance in processing particle images
Recent studies have witnessed remarkable progress in harnessing convolutional neural
networks (CNNs) to overcome the inherent limitations of conventional particle image …
networks (CNNs) to overcome the inherent limitations of conventional particle image …
Cross-correlation-based convolutional neural network with velocity regularization for high-resolution velocimetry of particle images
Particle image velocimetry (PIV) stands as a pivotal experimental technique in fluid
dynamics, enabling the visualization and analysis of fluid flows. Traditional methods for …
dynamics, enabling the visualization and analysis of fluid flows. Traditional methods for …