Title :
Robust time-frequency model estimation in otolith images for fish age and growth analysis
Author :
Fablet, Ronan ; Benzinou, Abdeslam ; Doncarli, Christian
Author_Institution :
IFREMER, Plouzane, France
Abstract :
We present a robust method for time-frequency model estimation. It involves a robust Leclerc´s estimator to ensure robustness w.r.t. noise and interferences present in time- frequency representations. This scheme is applied to fish age and growth analysis from otolith images. This application involves the estimation of the parameters of a priori fish growth models using this robust time-frequency analysis. We present a quantitative experimental validation over a large set of real images of Plaice otoliths.
Keywords :
aquaculture; feature extraction; image representation; time-frequency analysis; Leclercs estimator; Plaice otoliths; fish age; fish growth analysis; otolith images; robust time-frequency model estimation; time- frequency representations; Biological system modeling; Frequency estimation; Image analysis; Image edge detection; Interference; Marine animals; Noise robustness; Parameter estimation; State estimation; Time frequency analysis;
Conference_Titel :
Image Processing, 2003. ICIP 2003. Proceedings. 2003 International Conference on
Print_ISBN :
0-7803-7750-8
DOI :
10.1109/ICIP.2003.1247314