Skip to main content
Fig. 2 | Journal of Cardiovascular Magnetic Resonance

Fig. 2

From: Fully-automated global and segmental strain analysis of DENSE cardiovascular magnetic resonance using deep learning for segmentation and phase unwrapping

Fig. 2

Data augmentation for the phase-unwrapping convolutional neural networks (CNN). Figure a shows how a new phase-wrapping pattern is generated during data augmentation using an original wrapped image as input, performing phase unwrapping, scaling of the unwrapped phase, and wrapping to the range of (− π,π). Figure b demonstrates an example of serial operations to generate augmented data

Back to article page