1. A method to identify a degree of similarity between image frames, comprising: identifying channel types associated with a plurality of image frames; splitting each one of the plurality of image frames into a respective color channel based on the identified channel types; applying a local binary pattern to each of the respective color channels to generate a respective pattern number; generating a spatial representation of each respective pattern number to determine transition probabilities for each channel type; and identifying a degree of similarity between the plurality of image frames based on the transition probabilities.