Image Preprocessing
Certain preprocessing steps can make digital image correlation more robust to differences between a reference and current image — some in pixel intensity, others in how well an image's content suits an FFT-based technique such as phase correlation.
- Brightness and Contrast shift and stretch the pixel-intensity histogram, the two most basic differences a reference and current image can have.
- Windowing tapers an image's edges toward zero before a Fourier transform, reducing spectral leakage.