1. A method comprising: facilitating selection of a region of interest (ROI) associated with a motion of at least one object in a plurality of frames of a multimedia content is; determining an object mobility data matrix associated with the ROI in the plurality of frames, the object mobility data matrix being indicative of a difference in motion of the at least one object in the plurality of frames; determining a projection of the object mobility data matrix on a line; and determining the motion of the at least one object in the ROI across the plurality of frames as a periodic motion or a non-periodic motion based on the projection of the object mobility data matrix.