A New Family of Complex Rotation-Covariant Multiresolution Bases in 2D

We present complex rotation-covariant multiresolution families aimed for image analysis. Since they are complex-valued functions, they provide the important phase information, which is missing in the discrete wavelet transform with real wavelets. Our basis elements have nice properties in Hilbert space such as smoothness of fractional order α ∈ $ R ^{ + } $ . The corresponding filters allow a FFT-based implementation and thus provide a fast algorithm for the wavelet transform.


Published in:
Proceedings of the SPIE Conference on Mathematical Imaging: Wavelet Applications in Signal and Image Processing X, San Diego CA, USA, 475–479
Year:
2003
Publisher:
SPIE
Laboratories:




 Record created 2015-09-18, last modified 2018-10-07

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