Texture analysis of an image by using a rotation-invariant model

C. Rosenberger, K. Chehdi, C. Cariou, J.-M. Ogier
1999 1999 IEEE International Conference on Acoustics, Speech, and Signal Processing. Proceedings. ICASSP99 (Cat. No.99CH36258)  
Texture analysis is an important problem in image processing because it conditions the quality of image segmentation and interpretation. We propose in this communication a texture model which is invariant by rotation and whose parameters allow to characterize at the same time the type of texture and its tonal primitive. The originality of the model proposed lies in the use of the Wold decomposition to modelize the 1D normalized autocovariance. This function is computed from the 2D normalized
more » ... ocovariance of a texture. Finally, parameters of the model are estimated by using a genetic algorithm. Experimental results on textures from the Brodatz album and synthetic textures show a modeling error lower than 0:06.
doi:10.1109/icassp.1999.757544 dblp:conf/icassp/RosenbergerCCO99 fatcat:yao3qzkckvaodpff23owpyfwxi