Title :
Enhanced Eulerian video magnification
Author :
Le Liu ; Lu, Li ; Jingjing Luo ; Jun Zhang ; Xiuhong Chen
Author_Institution :
Sch. of Digital Media, Jiangnan Univ., Wuxi, China
Abstract :
A post-processing technique is introduced to improve the Eulerian video magnification method, which is a state-of-the-art motion magnification method to manipulate small movements in videos based on spatio-temporal filtering. The proposed method use the Eulerian video magnification as a video spatio-temporal motion analyzer to get the pixel-level motion mapping. Then the input video pixels are warped based-on this mapping to amplify the motion. This processing does not involve pixel value modifying, which makes it supports larger amplification and is significantly less influenced by the frame noise.
Keywords :
image enhancement; image filtering; image motion analysis; video signal processing; Eulerian video magnification enhancement method; frame noise; motion magnification method; movement manipulation; pixel-level motion mapping; post-processing technique; spatio-temporal filtering; video pixel warping; video spatio-temporal motion analyzer; Band-pass filters; Educational institutions; Noise; Noise measurement; Video sequences; Eulerian motion; Image warping; Motion magnification; Spatio-temporal analysis; Video-based rendering;
Conference_Titel :
Image and Signal Processing (CISP), 2014 7th International Congress on
Conference_Location :
Dalian
DOI :
10.1109/CISP.2014.7003748