Plant leaf classification is a crucial task in the field of computer vision and pattern recognition, with various applications such as plant species identification disease diagnosis. In this paper, authors introduce Pyramid Blurred Shape Model (PBSM) new descriptor for classification. The PBSM extracts both shape texture features from images, which are combined to define probability density fun...