A method and apparatus for detecting substrate misalignment (i.e., position displacement error) and/or substrate support misalignment. According to certain aspects, a method for detecting a misalignment of an object in a processing system is provided. The method generally includes obtaining a first image of the object, determining first values associated with pixels in at least one region of the first image, calculating at least one of a center of gravity value of the pixels in the at least one region or an average weight of the pixels in the at least one region, and detecting a misalignment of the object based on at least one of the calculated center of gravity or average weight of the pixels in the at least one region.