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The multicomponent AM-FM image representation

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3 Author(s)
Havlicek, J.P. ; Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA ; Harding, D.S. ; Bovik, A.C.

We compute AM-FM representations for multicomponent, nonstationary images using a statistical component model. Components are isolated with a filterbank comprising frequency and orientation selective channels. The modulating functions for each component are estimated from the channel responses using localized nonlinear operators followed by optimal MMSE estimators. We also demonstrate reconstruction from the representation

Published in:

Image Processing, IEEE Transactions on  (Volume:5 ,  Issue: 6 )