Multiple motions from instantaneous frequency

The measurement of multiple velocities using phase-based methods is discussed. In particular, phase gradients (instantaneous frequency) from different bandpass channels (quadrature filter outputs) are used to estimate multiple image velocities in a single neighborhood. The approach is similar to that of M. Shizawa and K. Mase (1990) in which nth-order differential operators are required to compute n simultaneous velocity estimates. However, to use instantaneous frequency, the output of each channel must be differentiated only once.<<ETX>>

[1]  A. Papoulis Signal Analysis , 1977 .

[2]  D J Heeger,et al.  Model for the extraction of image flow. , 1987, Journal of the Optical Society of America. A, Optics and image science.

[3]  G. Granlund,et al.  Estimation of velocity, acceleration and disparity in time sequences , 1991, Proceedings of the IEEE Workshop on Visual Motion.

[4]  M. Shizawa,et al.  Principle of superposition: a common computational framework for analysis of multiple motion , 1991, Proceedings of the IEEE Workshop on Visual Motion.

[5]  David J. Fleet,et al.  Phase singularities in scale-space , 1991, Image Vis. Comput..