Video Magnification under the Presence of Complex Background Motions

Long ZHANG  Xuezhi YANG  

Publication
IEICE TRANSACTIONS on Information and Systems   Vol.E104-D   No.6   pp.909-914
Publication Date: 2021/06/01
Publicized: 2021/03/15
Online ISSN: 1745-1361
DOI: 10.1587/transinf.2020EDL8134
Type of Manuscript: LETTER
Category: Computer Graphics
Keyword: 
video magnification,  complex background motions,  frequency variability (FV),  Poincaré plot analysis (PPA),  frequency variability filter,  

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Summary: 
We propose a video magnification method for magnifying subtle color and motion changes under the presence of non-meaningful background motions. We use frequency variability to design a filter that passes only meaningful subtle changes and removes non-meaningful ones; our method obtains more impressive magnification results without artifacts than compared methods.