Journal of Information Technology Review Yassine Ben Salem, Salem Nasri 3 3 2012 http://www.dline.info/jitr/fulltext/v3n3/1.pdf Computer vision plays a crucial role in pattern recognition. In this study we propose pattern recognition for textures analysis. In this work we deal with the pattern recognition and classification of the images in the textile field and in particular, pattern recognition of woven fabric satin, twill and plain. We made experimentation and compared the results with others which have already dealt with this problem, we notice an improvement of performance, due to the optimization of the parameters.