Abstract: Extraction of features is critical to improve the recognition rate of off-line handwritten characters. Principal curves are nonlinear generalizations of principal components analysis. They are smooth self-consistent curves that pass through the ＂middle＂ o

Key words: Soft K segments algorithm for principal curves,Structural features,Features extraction