Velocity and acceleration estimation in video sequences by the local polynomial periodogram

Motion parameters estimation is performed by using the local polynomial periodogram. The presented method provides the estimation of velocity and acceleration, simultaneously. It is appropriate for the motion parameters estimation in noisy sequences. Theoretical considerations are illustrated by num...

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Bibliographic Details
Main Authors: Stankovic, S., Djurovic, I., Herpers, R.
Format: Conference Proceeding
Language:English
Subjects:
Acceleration
Data processing
Fourier transforms
Motion analysis
Motion estimation
Parameter estimation
Polynomials
Spectral analysis
Time frequency analysis
Video sequences
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Description
Summary:Motion parameters estimation is performed by using the local polynomial periodogram. The presented method provides the estimation of velocity and acceleration, simultaneously. It is appropriate for the motion parameters estimation in noisy sequences. Theoretical considerations are illustrated by numerical examples.
DOI:10.1109/ISSPA.2003.1224661