Title :
The multicomponent AM-FM image representation
Author :
Havlicek, Joseph P. ; Harding, David S. ; Bovik, Alan C.
Author_Institution :
Dept. of Electr. & Comput. Eng., Texas Univ., Austin, TX, USA
fDate :
6/1/1996 12:00:00 AM
Abstract :
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
Keywords :
amplitude modulation; digital filters; frequency modulation; image representation; least mean squares methods; mathematical operators; parameter estimation; statistical analysis; channel responses; filterbank; frequency selective channels; localized nonlinear operators; modulating functions; multicomponent AM-FM image representation; multicomponent nonstationary images; optimal MMSE estimators; orientation selective channel; reconstruction; statistical component model; Amplitude modulation; Bandwidth; Filter bank; Fractals; Frequency estimation; Frequency modulation; Image reconstruction; Image representation; Military computing; Multidimensional systems;
Journal_Title :
Image Processing, IEEE Transactions on
