SynFlowMap: A synchronized optical flow remapping for video motion magnification

Abstract

Motion magnification refers to the process of spatially amplifying small movements in a video to reveal important information about a scene. Several motion magnification methods have been proposed, but most of them introduce perceptible and annoying visual artifacts. In this paper, we propose a method that first analyzes the optical flow between the original frame and the corresponding frames, which are motion-magnified with other methods. Then, the method uses the generated optical flow map and the original video to synthesize a combined motion-magnified video. The method is able to amplify the motion by larger values, invert the direction of the motion, and combine filtered motion from multiple frequencies and Eulerian methods. Amongst other advantages, the proposed approach eliminates artifacts caused by Eulerian motion-magnification methods. We present an extensive qualitative and quantitative analysis of the results compared to the main approaches for Eulerian methods. A final contribution of this work is a new video database for motion magnification that allows the evaluation of quantitative motion magnification.