Title :
An adaptive digital image stabilization based on empirical mode decomposition
Author :
Zhang, YueFei ; Xie, Mei ; Mao, Ling ; Tang, Dongming
Author_Institution :
Sch. of Electron. Eng., UESTC, Chengdu, China
Abstract :
An adaptive digital image stabilization method based on empirical mode decomposition is presented in this paper. The frame position signal is firstly decomposed into a series of intrinsic mode functions, and then the intrinsic mode functions that represent the intentional camera motions are adaptively selected to reconstruct the smoothed frame position signal. The experiments show that the proposed digital image stabilization method not only successfully removes the unwanted camera motions but also is parameter independent.
Keywords :
decomposition; image sequences; signal reconstruction; smoothing methods; adaptive digital image stabilization; empirical mode decomposition; intentional camera motions; intrinsic mode functions; smoothed frame position signal reconstruction; unwanted camera motions; Educational institutions; Ferroelectric films; Nonvolatile memory; Random access memory;
Conference_Titel :
Communications, Circuits and Systems (ICCCAS), 2010 International Conference on
Conference_Location :
Chengdu
Print_ISBN :
978-1-4244-8224-5
DOI :
10.1109/ICCCAS.2010.5581984