Video Frames Reconstruction based on Time-Frequency Analysis and Hermite projection method
Publication type
Journal article
Author(s)
S.Stankovic, I.Orovic, A.Krylov
Publication date
February 2010
Journal
EURASIP Journal on Advances in Signal Processing
Volume
2010
Page(s)
6:1-6:11
Abstract
A method for temporal analysis and reconstruction of video sequences based on the time-frequency analysis and Hermite projection method is proposed. The S-method-based time-frequency distribution is used to characterize stationarity within the sequence. Namely, a sequence of DCT coefficients along the time axes is used to create a frequency-modulated signal. The reconstruction of nonstationary sequences is done using the Hermite expansion coefficients. Here, a small number of Hermite coefficients can be used, which may provide significant savings for some video-based applications. The results are illustrated with video examples.
