The used technique for moving object detection consists of four major phases:
Extraction of the 3D filter coefficients with the PCA analysis.
Dimensionality reduction by spatiotemporal blocks.
Image filtering of a current frame with the noise removal filter.
Detection of moving objects applying the pixel based method for moving object detection resistant to illumination changes.