Figure 1.

Block diagram of the system. Both reference and foreground images are introduced into our image alignment system. After that, sliding window algorithm is applied. The two resultant patches are concatenated along the depth axis. Ultimately, our CNN model predicts a grayscale image, which is post processed to obtain the final binary patch depicted.